Browse the most recent videos from channel CyberInsights with VonWallace.com: Navigating the World of IT and Cybersecurity uploaded to Rumble.com Source: rumble.com
America stands at an inflection point for infrastructure investment. The systems that move goods, power homes, and connect communities are ageing faster than... Source: www.realclearmarkets.com
China has officially outlined the draft for its 15th Five-Year Plan (2026 2030), signaling a massive shift toward innovation-driven growth and technological Source: stockmarketwatch.com
The US Embassy warned people in Cuba to prepare for significant disruptions and conserve fuel, water, food and mobile phone batteries. Source: nypost.com
WASHINGTON (AP) Republicans are invoking the war in Iran and the prospect of retaliatory terrorist attacks as they tee up votes Thursday on a funding bill for the Department of Homeland Security. Th... Source: www.winnipegfreepress.com
Frayle have released their latest single, Souvenirs Of Your Betrayal, from their 2025 album Heretics & Lullabies.Its arrival comes a little over a week before the atmospheric doom metal outfit hit the road in ... Source: lambgoat.com
February 2026 saw record auto retail sales of 24.09 lakh units, fueled by improved affordability and market confidence post GST 2.0. Source: www.thehindubusinessline.com
New data are out on adjuncts the part-time, untenured faculty who teach many college classes and the tale they tell isn’t great. However, dive a little deeper and the truth becomes more Source: jamesgmartin.center
Although high-resolution mapping of pan-Arctic sea ice with reliable corresponding uncertainty is essential for operational sea ice concentration (SIC) charting, it is a difficult task due to key challenges, such as the subtle nature of ice signature features, inexact SIC labels, model uncertainty, and data heterogeneity. This study presents a novel Bayesian High-Resolution Transformer approach for 200 meter resolution pan-Arctic SIC mapping and uncertainty quantification using Sentinel-1, RADAR Source: arxiv.org
Harmful algal blooms (HABs) can threaten coastal infrastructure, fisheries, and desalination dependent water supplies. This project (REDNET-ML) develops a reproducible machine learning pipeline for HAB risk detection along the Omani coastline using multi sensor satellite data and non leaky evaluation. The system fuses (i) Sentinel-2 optical chips (high spatial resolution) processed into spectral indices and texture signals, (ii) MODIS Level-3 ocean color and thermal indicators, and (iii) learned Source: arxiv.org
Ocean Winds (OW), the 50-50 joint venture between EDPR and ENGIE, has signed an Agreement for Lease with The Crown Estate for a floating offshore wind project site in the Celtic Sea - marking a si. . . Source: globalrenewablenews.com
Dynamic link prediction plays a crucial role in diverse applications including social network analysis, communication forecasting, and financial modeling. While recent Transformer-based approaches have demonstrated promising results in temporal graph learning, their performance remains limited when capturing complex multi-scale temporal dynamics. In this paper, we propose TFWaveFormer, a novel Transformer architecture that integrates temporal-frequency analysis with multi-resolution wavelet deco Source: arxiv.org
Object tracking from Unmanned Aerial Vehicles (UAVs) is challenged by platform dynamics, camera motion, and limited onboard resources. Existing visual trackers either lack robustness in complex scenarios or are too computationally demanding for real-time embedded use. We propose an Modular Asynchronous Tracking Architecture (MATA) that combines a transformer-based tracker with an Extended Kalman Filter, integrating ego-motion compensation from sparse optical flow and an object trajectory model. Source: arxiv.org
Decentralized training introduces critical security risks when executed across untrusted, geographically distributed nodes. While existing Byzantine-tolerant literature addresses data parallel (DP) training through robust aggregation methods, pipeline parallelism (PP) presents fundamentally distinct challenges. In PP, model layers are distributed across workers where the activations and their gradients flow between stages rather than being aggregated, making traditional DP approaches inapplicabl Source: arxiv.org
While Transformers have achieved remarkable success in LLMs through superior scalability, their application in industrial-scale ranking models remains nascent, hindered by the challenges of high feature sparsity and low label density. In this paper, we propose SORT (Systematically Optimized Ranking Transformer), a scalable model designed to bridge the gap between Transformers and industrial-scale ranking models. We address the high feature sparsity and low label density challenges through a seri Source: arxiv.org
Substation reconfiguration via busbar splitting can mitigate transmission grid congestion and reduce operational costs. However, existing approaches neglect the security of substation topology, particularly for substations without busbar splitting (i.e., closed couplers), which can lead to severe consequences. Additionally, the computational complexity of optimizing substation topology remains a challenge. This paper introduces a MILP formulation for security-constrained substation reconfigurati Source: arxiv.org
Post-training quantization (PTQ) of transformers is known to suffer from severe accuracy degradation due to structured activation outliers, as originally analyzed by Bondarenko et al. (EMNLP 2021) in work associated with Qualcomm AI Research. This paper provides a reproducible empirical reproduction and systems-level extension of that phenomenon in BERT-base fine-tuned on QNLI. When global W8A8 quantization is applied, validation accuracy drops sharply from 89.66 (FP32) to 54.33 , a decrease of Source: arxiv.org
We present NOVA3R, an effective approach for non-pixel-aligned 3D reconstruction from a set of unposed images in a feed-forward manner. Unlike pixel-aligned methods that tie geometry to per-ray predictions, our formulation learns a global, view-agnostic scene representation that decouples reconstruction from pixel alignment. This addresses two key limitations in pixel-aligned 3D: (1) it recovers both visible and invisible points with a complete scene representation, and (2) it produces physicall Source: arxiv.org
Achieving human-level dexterity in robots via imitation learning from heterogeneous datasets is hindered by the challenge of cross-embodiment skill transfer, particularly for high-DoF robotic hands. Existing methods, often relying on 2D observations and temporal-centric action representation, struggle to capture 3D spatial relations and fail to handle embodiment heterogeneity. This paper proposes the Structural Action Transformer (SAT), a new 3D dexterous manipulation policy that challenges this Source: arxiv.org
Driven by the continuous development of models such as Multi-Layer Perceptron, Convolutional Neural Network (CNN), and Transformer, deep learning has made breakthrough progress in fields such as computer vision and natural language processing, and has been successfully applied in practical scenarios such as image classification and industrial fault diagnosis. However, existing models still have certain limitations in local feature modeling and global dependency capture. Specifically, CNN is limi Source: arxiv.org
Recent advances in generative image editing have enabled transformative applications, from professional head shot generation to avatar stylization. However, these systems often require uploading high-fidelity facial images to third-party models, raising concerns around biometric privacy, data misuse, and user consent. We propose a privacy-preserving pipeline that supports high-quality editing while keeping users in control over their biometric data in face-centric use cases. Our approach separat Source: arxiv.org
Traditionally, traders and quantitative analysts address alpha decay by manually crafting formulaic alphas, mathematical expressions that identify patterns or signals in financial data, through domain expertise and trial-and-error. This process is often time-consuming and difficult to scale. With recent advances in large language models (LLMs), it is now possible to automate the generation of such alphas by leveraging the reasoning capabilities of LLMs. This paper introduces a novel framework th Source: arxiv.org
We present textbf{BLOCK}, an open-source bi-stage character-to-skin pipeline that generates pixel-perfect Minecraft skins from arbitrary character concepts. BLOCK decomposes the problem into (i) a textbf{3D preview synthesis stage} driven by a large multimodal model (MLLM) with a carefully designed prompt-and-reference template, producing a consistent dual-panel (front/back) oblique-view Minecraft-style preview; and (ii) a textbf{skin decoding stage} based on a fine-tuned FLUX.2 model that tr Source: arxiv.org
The main concern in the market remains the Strait of Hormuz, a narrow waterway through which about 20 of the world’s oil and gas supply passes. Source: www.indiatoday.in
Threat actors are actively deploying a new infostealer dubbed AuraStealer, backed by a growing customer base, 48 identified command and control (C2) d... Source: gbhackers.com
Qatar shut down the world’s largest LNG export facility, Saudi Arabia suspended operations at its biggest oil refinery and tanker traffic through the crucial Strait of Hormuz has all but halted Source: www.thehindubusinessline.com
Accurate modeling of Short Fiber Reinforced Composites (SFRCs) remains computationally expensive for full-field simulations. Data-driven surrogate models using Artificial Neural Networks (ANNs) have been proposed as an efficient alternative to numerical modeling, where Recurrent Neural Networks (RNNs) are increasingly being used for path-dependent multiscale modeling by predicting the homogenized response of a Representative Volume Element (RVE). However, recently, transformer models have been d Source: arxiv.org
MIDI velocity is crucial for capturing expressive dynamics in human performances. In practical scenarios, a music score with inaccurate velocities may be available alongside the performance audio (e.g., music education and free online archives), enabling the task of score-informed MIDI velocity estimation. In this work, we propose a modular, lightweight score-informed Transformer correction module that refines the velocity estimates of Automatic Music Transcription (AMT) systems. We integrate th Source: arxiv.org
This paper proposes a joint multi-objective optimization framework for strategic sensor placement in power systems to enhance attack detection. A novel physics-informed graph transformer network (PIGTN)-based detection model is proposed. Non-dominated sorting genetic algorithm-II (NSGA-II) jointly optimizes sensor locations and the PIGTN's detection performance, while considering practical constraints. The combinatorial space of feasible sensor placements is explored using NSGA-II, while concurr Source: arxiv.org
The current methods for diagnosing Alzheimer Disease using Magnetic Resonance Imaging (MRI) have significant limitations. Many previous studies used 2D Transformers to analyze individual brain slices independently, potentially losing critical 3D contextual information. Region of interest-based models often focus on only a few brain regions despite Alzheimer's affecting multiple areas. Additionally, most classification models rely on a single test, whereas diagnosing Alzheimer's requires a multif Source: arxiv.org
We introduce GeoDiT, a diffusion transformer designed for text-to-satellite image generation with point-based control. Existing controlled satellite image generative models often require pixel-level maps that are time-consuming to acquire, yet semantically limited. To address this limitation, we introduce a novel point-based conditioning framework that controls the generation process through the spatial location of the points and the textual description associated with each point, providing sema Source: arxiv.org
Detecting water-surface targets for Unmanned Surface Vehicles (USVs) is challenging due to wave clutter, specular reflections, and weak appearance cues in long-range observations. Although 4D millimeter-wave radar complements cameras under degraded illumination, maritime radar point clouds are sparse and intermittent, with reflectivity attributes exhibiting heavy-tailed variations under scattering and multipath, making conventional fusion designs struggle to exploit radar cues effectivel Source: arxiv.org
Text-to-audio (T2A) generation has advanced considerably in recent years, yet existing methods continue to face challenges in accurately rendering complex text prompts, particularly those involving intricate audio effects, and achieving precise text-audio alignment. While prior approaches have explored data augmentation, explicit timing conditioning, and reinforcement learning, overall synthesis quality remains constrained. In this work, we experiment with reinforcement learning to further enhan Source: arxiv.org
Document extraction is an important step before retrieval-augmented generation (RAG), knowledge bases, and downstream generative AI can work. It turns unstructured documents like PDFs and scans into structured text and layout-aware representations. We introduce NovaLAD, a comprehensive document parsing system that integrates two concurrent YOLO object detection models - element detection and layout detection - with rule-based grouping and optional vision-language enhancement. When a page image i Source: arxiv.org
The widespread adoption of AI in industry is often hampered by its limited robustness when faced with scenarios absent from training data, leading to prediction bias and vulnerabilities. To address this, we propose a novel streaming inference pipeline that enhances data-driven models by explicitly incorporating prior knowledge. This paper presents the work on an industrial AI application that automatically counts excavator workloads from surveillance videos. Our approach integrates an object det Source: arxiv.org
Intrusion detection in IoT and industrial networks requires models that can detect rare attacks at low false-positive rates while remaining reliable under evolving traffic and limited labels. Existing IDS solutions often report strong in-distribution accuracy, but they may degrade when evaluated on future traffic, unseen (zero-day) attack families, or adversarial feature manipulations, and many systems provide limited evidence to support analyst triage. To address these gaps, we propose ThreatFo Source: arxiv.org
Incremental Object Detection (IOD) aims to continuously learn new object classes without forgetting previously learned ones. A persistent challenge is catastrophic forgetting, primarily attributed to background shift in conventional detectors. While pseudo-labeling mitigates this in dense detectors, we identify a novel, distinct source of forgetting specific to DETR-like architectures: background foregrounding. This arises from the exhaustiveness constraint of the Hungarian matcher, which forcib Source: arxiv.org
Multivariate time series analysis has long been one of the key research topics in the field of artificial intelligence. However, analyzing complex time series data remains a challenging and unresolved problem due to its high dimensionality, dynamic nature, and complex interactions among variables. Inspired by the strong structural modeling capability of hypergraphs, this paper proposes a novel hypergraph-based time series Transformer backbone network, termed HGTS-Former, to address the multivari Source: arxiv.org
Existing point cloud completion methods struggle to balance high-quality reconstruction with computational efficiency. To address this, we propose PPC-MT, a novel parallel framework for point cloud completion leveraging a hybrid Mamba-Transformer architecture. Our approach introduces an innovative parallel completion strategy guided by Principal Component Analysis (PCA), which imposes a geometrically meaningful structure on unordered point clouds, transforming them into ordered sets and decompos Source: arxiv.org
Bird image segmentation remains a challenging task in computer vision due to extreme pose diversity, complex plumage patterns, and variable lighting conditions. This paper presents a dual-pipeline framework for binary bird image segmentation leveraging 2025 foundation models. We introduce two operating modes built upon Segment Anything Model 2.1 (SAM 2.1) as a shared frozen backbone: (1) a zero-shot pipeline using Grounding DINO 1.5 to detect birds via the text prompt bird before prompting SAM Source: arxiv.org
Visual analysis and reconstruction of pipeline inner walls remain challenging in industrial inspection scenarios. This paper presents a dedicated reconstruction system for pipeline inner walls via industrial endoscopes, which is built on panoramic image stitching technology. Equipped with a custom graphical user interface (GUI), the system extracts key frames from endoscope video footage, and integrates polar coordinate transformation with image stitching techniques to unwrap annular video frame Source: arxiv.org
Change detection (CD) in remote sensing aims to identify semantic differences between satellite images captured at different times. While deep learning has significantly advanced this field, existing approaches based on convolutional neural networks (CNNs), transformers and Selective State Space Models (SSMs) still struggle to precisely delineate change regions. In particular, traditional transformer-based methods suffer from quadratic computational complexity when applied to very high-resolutio Source: arxiv.org
Bimanual dexterous manipulation for tool use remains a formidable challenge in robotics due to the high-dimensional state space and complicated contact dynamics. Existing methods naively represent the entire system state as a single configuration vector, disregarding the rich structural and topological information inherent to articulated hands. We present PhysGraph, a physically-grounded graph transformer policy designed explicitly for challenging bimanual hand-tool-object manipulation. Unlike p Source: arxiv.org
We address the task of identifying distracted driving by analyzing in-car videos using efficient transformers. Although transformer models have achieved outstanding performance in human action recognition tasks, their high computational costs limit their application onboard a vehicle. We introduce POGUISE+, a multi-task video transformer that, given an input clip, predicts the distracted driving action, the driver's pose, and the interacting object. Our enhanced features for token selection are Source: arxiv.org
Elevate your workflow with the Segmented rocks asset from Tarasov Leonid. Find this & other Vegetation options on the Unity Asset Store. Source: assetstore.unity.com
A select committee is hearing submissions on the Public Works Amendment Bill that aims to streamline land acquisition powers and compensation. Source: www.rnz.co.nz
Data center energy demand is soaring, driving gigawatt-scale growth in fast-start reciprocating engine power plants worldwide. Source: www.powermag.com
Cloud computing enables cost-effective on-demand network access to a shared pool of configurable computing resources. The purpose of this paper is to examine and identifying the use of Cloud computing in the critical infrastructure domain among small and medium sized enterprises (SMEs). The data for this study were gathered from a survey of different academic, industry, governmental and online literature related to the use of Cloud computing in SMEs. The result revealed that there are risks invo Source: arxiv.org
Identifying the full landscape of small and medium-sized enterprises (SMEs) in specialized industry sectors is critical for supply-chain resilience, yet existing business databases suffer from substantial coverage gaps -- particularly for sub-tier suppliers and firms in emerging niche markets. We propose a textbf{Web--Knowledge--Web (W to K to W)} pipeline that iteratively (1) crawls domain-specific web sources to discover candidate supplier entities, (2) extracts and consolidates structured Source: arxiv.org
We present GLUScope, an open-source tool for analyzing neurons in Transformer-based language models, intended for interpretability researchers. We focus on more recent models than previous tools do; specifically we consider gated activation functions such as SwiGLU. This introduces a new challenge: understanding positive activations is not enough. Instead, both the gate and the in activation of a neuron can be positive or negative, leading to four different possible sign combinations that in som Source: arxiv.org
Vision transformers have recently made a breakthrough in computer vision showing excellent performance in terms of precision for numerous applications. However, their computational cost is very high compared to alternative approaches such as Convolutional Neural Networks. To address this problem, we propose a novel framework for image classification called RAViT based on a multi-branch network that operates on several copies of the same image with different resolutions to reduce the computationa Source: arxiv.org
The brain can only be fully understood through the lens of the behavior it generates -- a guiding principle in modern neuroscience research that nevertheless presents significant technical challenges. Many studies capture behavior with cameras, but video analysis approaches typically rely on specialized models requiring extensive labeled data. We address this limitation with BEAST(BEhavioral Analysis via Self-supervised pretraining of Transformers), a novel and scalable framework that pretrains Source: arxiv.org
We study the geometry of training trajectories in small transformer models and find that parameter updates organize into a dominant drift direction with transverse residual dynamics. Using uncentered, row-normalized trajectory PCA, we show that a single direction captures a large fraction of cumulative parameter movement early in training, while remaining components encode oscillatory behavior in auxiliary probe performance. Instantaneous gradients exhibit little alignment with this dominant dir Source: arxiv.org
Sentiment analysis is a crucial task in natural language processing (NLP) that enables the extraction of meaningful insights from textual data, particularly from dynamic platforms like Twitter and IMDB. This study explores a hybrid framework combining transformer-based models, specifically BERT, GPT-2, RoBERTa, XLNet, and DistilBERT, to improve sentiment classification accuracy and robustness. The framework addresses challenges such as noisy data, contextual ambiguity, and generalization across Source: arxiv.org
Customized power solutions that provide reliability, resiliency, and energy autonomy no longer are a nice to have, but rather a must have for many businesses, not just for critical sites such as hospitals and military bases but also for other enterprises. Source: www.powermag.com
AI’s promise is real, but productivity lags as organizations rely on easy horizontal tools instead of domain-specific vertical AI that drives true results. Source: www.powermag.com
Accurate fault detection and localization in electrical distribution systems is crucial, especially with the increasing integration of distributed energy resources (DERs), which inject greater variability and complexity into grid operations. In this study, FaultXformer is proposed, a Transformer encoder-based architecture developed for automatic fault analysis using real-time current data obtained from phasor measurement unit (PMU). The approach utilizes time-series current data to initially ext Source: arxiv.org
Despite growing technical maturity, post-combustion carbon capture and storage (CCS) projects for power generation continue to face decisive hurdles. Integration complexity, financing structures, and risk allocation now play a central role in determining which projects ultimately reach final investment decision. Source: www.powermag.com
Defence stocks across the board were firm even as the rest of the market struggled with weak sentiment linked to rising crude prices and the worsening conflict involving Iran and the United States. Source: www.indiatoday.in
The geopolitical landscape shifted violently on March 2, 2026, as the United States and Israel conducted a series of devastating airstrikes across Iran. Source: stockmarketwatch.com
Middle East oil producers may be able to sustain output for no more than 25 days if the Strait of Hormuz shuts completely due to regional conflict, analysts at JPMorgan Chase & Co said. In a note led by Natasha Kaneva, the analysts said storage limits would force mandatory production cuts beyond that period. Source: economictimes.indiatimes.com
A fire erupted at Ecuador's largest oil refinery, Petroecuador's Esmeraldas facility. The blaze occurred in the charge pumps of a processing unit. Operations were temporarily halted as firefighters brought the situation under control. This marks the second incident at the refinery this year. The company stated the flames were from spilled material and did not pose a spreading risk. Source: economictimes.indiatimes.com
Elevate your workflow with the Quirky Series - Tropical Animals Vol 2 asset from Omabuarts Studio. Find this & other Animals options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the Quirky Series - Tropical Animals Vol 1 asset from Omabuarts Studio. Find this & other Animals options on the Unity Asset Store. Source: assetstore.unity.com
Without a shift toward algorithmic originality and fundamental research, Pakistan risks remaining a fast follower rather than a leader. Source: www.dawn.com
Skies over southern Europe, the central United States and parts of Asia glowed with the Northern and Southern Lights, and for a short time, even India joined that list. But behind the beauty lay disruption. Source: www.indiatoday.in
Elevate your workflow with the British Mark IV Male Tank asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store. Source: assetstore.unity.com
Indian markets ended sharply lower on Friday. Investors now face a packed calendar of global and domestic triggers. The Iran-Israel conflict could escalate, impacting markets. US markets also closed lower. Crude oil prices surged, potentially affecting inflation. FIIs sold equities, while DIIs bought. The IT sector remains under pressure. Oil marketing companies and paint/tyre firms may face headwinds. Source: economictimes.indiatimes.com
Imagine waking up one ordinary Saturday morning, grabbing your phone to check the news or message your family, only to find that the entire internet in your Source: commstrader.com
Missile attacks by Iran on Gulf nations have prompted Saudi Arabia and the UAE to close ranks, strengthening regional co operation despite lingering political... Source: www.dimsumdaily.hk
As a fresh Middle East conflict risks sending oil prices sharply higher, Saudi Arabia, Russia and six other key members of the OPEC+ alliance are widely expected to announce an output increase Sunday, analysts say.The virtual meeting by the eight members of the Organization of the Petroleum Exporting Countries and allied nations (OPEC+) known as the Voluntary Eight (V8) comes a day after the US and Israel launched an ongoing wave of strikes on Iran. Source: www.al-monitor.com
As news reports emerge that Iran's Supreme Leader Ayatollah Ali Khamenei has been killed, Iranians begin celebrating what they hope is the end of a brutal regime. Source: www.abc.net.au
Ethereum’s account abstraction arrives in the Hegota fork, enabling smart accounts, flexible gas payments, and privacy upgrades within a year. Source: cointelegraph.com
VOA Persian service reportedly continues broadcasting inside Iran despite regime communication restrictions, covering Operation Epic Fury and Supreme Leader Ali Khamenei's death. Source: www.foxnews.com
Iran's internet connectivity flatlined at 1 after strikes on a Tehran regime compound, marking one of the world's rare wartime national blackouts according to global internet monitors. Source: www.foxnews.com
9to5Mac Security Bite is exclusively brought to you by Mosyle, the only Apple Unified Platform. Making Apple devices work-ready and enterprise-safe is... Source: 9to5mac.com
Shimla: Himachal Pradesh deputy chief minister Mukesh Agnihotri on Saturday inaugurated the Rs 12.42 crore lift drinking water scheme for the Mata Shr. Source: timesofindia.indiatimes.com
India Business News: NEW DELHI: The military strikes on Saturday put the spotlight on the Strait of Hormuz, a critical global shipping route for India and other Asian coun. Source: timesofindia.indiatimes.com
Mubasher: Microsoft has announced new sovereign private cloud capabilities that enable governments and regulated industries to run advanced AI, productivity tools, and cloud infrastructure securely, including in fully disconnected environments. Source: english.mubasher.info
Your smart AI agent to discover all user journeys on a website. - GitHub - apexkid/web-scout-ai: Your smart AI agent to discover all user journeys on a website. Source: github.com
Heavy U.S. and Israeli airstrikes have struck the Iranian capital of Tehran and several other strategic locations across the country. The coordinated military Source: stockmarketwatch.com
Logan and Silver Sable turn up the heat while a chilling new villain crashes the Morlocks' party in Wolverine #17. Someone's getting the cold shoulder! Source: bleedingcool.com
The Pentagon is reportedly developing artificial intelligence-based tools aimed at identifying vulnerabilities in Chinese infrastructure and potentially exploiting them in a future conflict, AzerNEWS reports, citing Financial Times. Source: www.azernews.az
LINXIA, China, Feb. 28, 2026 /PRNewswire/ -- 'Equipment area infrared temperature measurement shows no abnormalities, terminal boxes and mechanism boxes are well sealed...' On February 24, substation operation and maintenance personnel of the State Grid Gansu Linxia Power Supply Company closely monitored the computer screen and completed the 'cloud patrol' of remote substations with a light click of the mouse. Source: www.manilatimes.net
The Guyana Power and Light Incorporated (GPL Inc.) technicians attached to Transmission & Distribution Zones 1 and 11 have been trained in internationally accepted tower climbing techniques. Source: kaieteurnewsonline.com
HighlightsSQM reported total revenues for the twelve months ended December 31, 2025 of US 4,576.2 million compared to total revenues of US 4,528.8 million for the same period last year.Net income for the twelve months ended December 31, 2025 of US 588.1 million or US 2.06 per share, compared to net loss of US (404.4) million or US (1.42) per share for the same period last year.In lithium: Record quarterly sales volumes amidst strong market demandStrong price environment in iodine SQM will hold Source: www.manilatimes.net
A DeKalb County jewelry store was raided on Wednesday as part of a multi-state gold bar scam probe being led by Texas investigators. Source: www.fox5atlanta.com
An American asset management company, Nuveen, said dividend income can serve as a steady complement to capital appreciation, especially during periods of market uncertainty. Source: www.insidermonkey.com
India's rapid AI integration into critical infrastructure outpaces architectural readiness, creating a coordination gap. A lack of visibility into AI stacks and inconsistent state-level oversight pose national security risks. Building deliberate assurance alongside capability is crucial for secure, accountable AI adoption at scale. Source: cio.economictimes.indiatimes.com
Discover how Bootc and OSTree are revolutionizing Linux system deployment, offering modern, efficient, and immutable management. Source: a-cup-of.coffee
Amid rising tensions between President Trump and Ottawa, US media report multiple meetings between State Department officials and Alberta separatists, as debate over a potential independence referendum resurfaces. Source: en.abna24.com
A research breakthrough in the domain of environmental remediation and nuclear waste management has emerged with the development of flexible covalent organic frameworks (COFs) that dramatically Source: bioengineer.org
Amr: Experts stressed that indiscriminate antibiotic use remains a key driver of resistance. Dr Sachin Gupta, General Secretary, ISCCM, said clinicians must carefully determine whether fever in ICU patients is truly infection-related before initiating antibiotics. Source: health.economictimes.indiatimes.com
Nagpur: A controversy over the alleged illegal sale of public utility land in a cooperative housing society in Nagpur rural led to the suspension of a. Source: timesofindia.indiatimes.com
Ahmedabad: The civic body, after a halt, will turn the tap back on for 200ml bottles of its packaged water brand, Jal. It had ceased production of thi. Source: timesofindia.indiatimes.com
Ahmedabad: New development along the Sardar Patel Ring Road corridor from Vastral to Kamod in eastern Ahmedabad is expected to increase future demand . Source: timesofindia.indiatimes.com
We're getting crushed with carfentanil, xylazine, etizolam, isotonitazene all those different new psychoactive substances which are coming out of China. Source: www.zerohedge.com
The Oscars of the Commercial Vehicle Industry celebrated its 17th edition in Mumbai, marking a historic milestone for Commercial Vehicle magazine's 20th anniversary. Tata Motors and VECV led the charge with top honours, while discussions focused on AI-driven mobility and building for the next 25 years. Source: economictimes.indiatimes.com
Get the Realistic Car Controller (Free) package from BoneCracker Games and speed up your game development process. Find this & other Physics options on the Unity Asset Store. Source: assetstore.unity.com
Kookmin University said the school has been selected for the Seoul Metropolitan Government’s Regional Innovation System & Education (RISE) program,... Source: www.koreatimes.co.kr
Transformer attention is typically implemented using softmax normalization, which enforces attention weights with unit sum normalization. While effective in many settings, this constraint can limit flexibility in controlling attention magnitudes and may contribute to overly concentrated or unstable attention patterns during training. Prior work has explored modifications such as attention sinks or gating mechanisms, but these approaches provide only limited or indirect control over attention rew Source: arxiv.org
Open source software development, particularly within institutions such as universities and research laboratories, is often decentralized and difficult to track. Although academic teams produce many impactful scientific tools, their projects do not always follow consistent open source practices, such as clear licensing, documentation, or community engagement. As a result, these efforts often go unrecognized due to limited visibility and institutional awareness, and the software itself can be dif Source: arxiv.org
Audio-driven portrait animation aims to synthesize realistic and natural talking head videos from an input audio signal and a single reference image. While existing methods achieve high-quality results by leveraging high-dimensional intermediate representations and explicitly modeling motion dynamics, their computational complexity renders them unsuitable for real-time deployment. Real-time inference imposes stringent latency and memory constraints, often necessitating the use of highly compress Source: arxiv.org
Single-cell foundation models such as scGPT learn high-dimensional gene representations, but what biological knowledge these representations encode remains unclear. We systematically decode the geometric structure of scGPT internal representations through 63 iterations of automated hypothesis screening (183 hypotheses tested), revealing that the model organizes genes into a structured biological coordinate system rather than an opaque feature space. The dominant spectral axis separates genes b Source: arxiv.org
Some newly built U.S. data centers have sat empty and powerless for years. All they need is energy. But because these centers need so much energy, they often must wait for utilities to expand their gr. . . Source: globalrenewablenews.com
Training divergence in transformers wastes compute, yet practitioners discover instability only after expensive runs begin. They therefore need an expected probability of failure for a transformer before training starts. Our study of Residual Koopman Spectral Profiling (RKSP) provides such an estimate. From a single forward pass at initialization, RKSP extracts Koopman spectral features by applying whitened dynamic mode decomposition to layer-wise residual snapshots. Our central diagnostic, the Source: arxiv.org
Screening mammography is high volume, time sensitive, and documentation heavy. Radiologists must translate subtle visual findings into consistent BI-RADS assessments, breast density categories, and structured narrative reports. While recent Vision Language Models (VLMs) enable image-to-text reporting, many rely on closed cloud systems or tightly coupled architectures that limit privacy, reproducibility, and adaptability. We present MammoWise, a local multi-model pipeline that transforms open sou Source: arxiv.org
HIghlights Greenvolt Power secures EUR 348m financing package for the construction of the 253.1 MW Ialomi a wind project in Romania. The financing was structured alongside a group of lead. . . Source: globalrenewablenews.com
The digital transformation of power systems is accelerating the adoption of IEC 61850 standard. However, its communication protocols, including Sampled Values (SV), lack built-in security features such as authentication and encryption, making them vulnerable to malicious packet injection. Such cyber attacks can delay fault clearance or trigger unintended circuit breaker operations. While most existing research focuses on detecting cyber attacks in digital substations, intrusion prevention system Source: arxiv.org
Generating realistic conversational gestures are essential for achieving natural, socially engaging interactions with digital humans. However, existing methods typically map a single audio stream to a single speaker's motion, without considering social context or modeling the mutual dynamics between two people engaging in conversation. We present DyaDiT, a multi-modal diffusion transformer that generates contextually appropriate human motion from dyadic audio signals. Trained on Seamless Interac Source: arxiv.org
Emerging applications such as autonomous driving and industrial automation demand ultra-reliable and low-latency communication (URLLC), where maintaining fresh and timely information is critical. A key performance metric in such systems is the age of information (AoI). This paper addresses AoI minimization in a multi-user uplink wireless network using non-orthogonal multiple access (NOMA), where users offload tasks to a base station. The system must handle user heterogeneity in task sizes, AoI t Source: arxiv.org
Table Question Answering (TQA) aims to answer natural language questions over structured tables. Large Language Models (LLMs) enable promising solutions to this problem, with operator-centric solutions that generate table manipulation pipelines in a multi-step manner offering state-of-the-art performance. However, these solutions rely on multiple LLM calls, resulting in prohibitive latencies and computational costs. We propose Operation-R1, the first framework that trains lightweight LLMs (e.g Source: arxiv.org
Brussels is prepared to embrace new actors in Europe’s energy market as the European Commission has given the green light for Azerbaijan’s state energy giant SOCAR to acquire Italiana Petroli, one of Italy’s largest integrated downstream energy platforms. The approval covers a 99.82 stake in the company, in a deal first signed in September 2025 but only recently cleared by EU regulators as having no competitive concerns. Source: www.azernews.az
As many focus on the world’s largest island, Greenland, and President Trump’s aggressive efforts to acquire it, another strategic Arctic island, nearby Svalbard, may be an even more likely future point of contention and conflict. Source: www.zerohedge.com
Australia's RV industry has really grabbed hold of the all-American art of teardropping and fired it off to new levels of Outback-prepped dominance. The all-new 2026 Escape Pod that Goldfields Campers & Caravans introduced this month is just the latest piece of evidence, bringing together a Source: newatlas.com
Greenpeace is fighting for its life in North Dakota’s court system, where a judge has decided to order the environmental group to pay an expected 345 million to an energy company whose Dakota Access oil pipeline construction drew protests nearly a decade ago. A jury last year found three Greenpeace entities liable for numerous claims and awarded more [ ] Source: www.theyeshivaworld.com
Hungary’s Foreign Affairs and Trade Minister Peter Szijjarto believes that Kiev wants to create an emergency situation in Hungary in the run-up to the elections Source: tass.com
Hungary is deploying troops to protect its nation against Ukraine’s oil blockade. The war in Ukraine has mutated into something far larger and far more Source: www.armstrongeconomics.com
This paper presents and evaluates an optimized cascaded Nepali speech-to-English text translation (S2TT) system, focusing on mitigating structural noise introduced by Automatic Speech Recognition (ASR). We first establish highly proficient ASR and NMT components: a Wav2Vec2-XLS-R-300m model achieved a state-of-the-art 2.72 CER on OpenSLR-54, and a multi-stage fine-tuned MarianMT model reached a 28.32 BLEU score on the FLORES-200 benchmark. We empirically investigate the influence of punctuation Source: arxiv.org
The Colorado Energy Office (CEO) announced 7.2 million in grants Wednesday to support cost-effective emission reductions across Colorado's large buildings. These awards, issued through the Large . . . Source: globalrenewablenews.com
The reliability of multilingual Large Language Model (LLM) evaluation is currently compromised by the inconsistent quality of translated benchmarks. Existing resources often suffer from semantic drift and context loss, which can lead to misleading performance metrics. In this work, we present a fully automated framework designed to address these challenges by enabling scalable, high-quality translation of datasets and benchmarks. We demonstrate that adapting test-time compute scaling strategies, Source: arxiv.org
Attention-based neural networks such as transformers have revolutionized various fields such as natural language processing, genomics, and vision. Here, we demonstrate the use of transformers for quantum feedback control through both a supervised and reinforcement learning approach. In particular, due to the transformer's ability to capture long-range temporal correlations and training efficiency, we show that it can surpass some of the limitations of previous control approaches, e.g. those base Source: arxiv.org
Many people who go through traumatic childhood experiences don’t realize it until they get older. And once they do, it becomes a harsh and sobering reality they must live with. These people on Reddit would know, and they’ve shared the moments when they realized that what they went through as children was something no one should ever endure. . Curiosities Source: www.boredpanda.com
Circa Survive have announced their return following a brief social media blackout earlier this week. The post-hardcore outfit offered little fanfare with the re... Source: lambgoat.com
Pune: The National Highways Authority of India (NHAI) is set to deliberate on expansion of the 90km stretch of the Mumbai Nashik highway from Vadpe ne. Source: timesofindia.indiatimes.com
Nagpur: Residents of Ashtavinayak Alankar Society in Godhani are battling foul odour and mounting health concerns after a sewer line reportedly burst . Source: timesofindia.indiatimes.com
India's IPO market is set for a strong year, with fundraising expected to surpass last year's 20 billion. Over 170 draft IPO documents have been filed. Valuations are more realistic now. New-age companies will lead listings. Private equity funds have significant capital. Promoters are more open to strategic deals. The fundraising ecosystem is well-positioned for growth. Source: economictimes.indiatimes.com
Kanye West trial testimony begins with worker saying the music mogul would wake him up in the middle of night at the Malibu mansion being demolished. Source: www.rollingstone.com
The quieter, more consequential story will play out later, in the pricing of used electric cars, and in how Hong Kong’s second-hand market learns to function ... Source: www.dimsumdaily.hk
Any cable running from the metering point to a resident's property or business is now the responsibility of the property/business owner. Source: www.citizen.co.za
Businesses looking to create a governance policy related to artificial intelligence may be further along than they think. You probably have a lot of the frameworks that you already need in place, sa... Source: www.winnipegfreepress.com
Trump will host tech leaders to pledge funding their own power for AI data centers, aiming to prevent rising US household electricity bills. Source: www.thehindubusinessline.com
What boosted Rolex to a record year Rolex posted its biggest ever sales haul, topping CHF 11 billion (about 14 billion) as the leading house in the luxury watch sector. The Source: alltoc.com
India Business News: Nomura initiated its coverage of Lloyd Metals with the target price at Rs 1,600. Analysts said that supported by low-cost iron ore assets to 2057, ver. Source: timesofindia.indiatimes.com
TOPOINT STORE via Amazon has for Prime Members: TOPOINT Blackout Sleep Eye Mask with Bluetooth Headphones (Various) on sale from 25.49 - 50 off when you visit the promo code page to activate (or app Source: slickdeals.net
Researchers from the University of Sydney and the Centenary Institute have discovered how a promising class of experimental antibiotics disrupts the bacterium that causes tuberculosis (TB), paving the way for urgently needed new treatments. Source: www.news-medical.net
Sprintex is significantly expanding its Indian market presence to accelerate adoption of its G15 Jet Blower technology across the region. Source: themarketonline.com.au
In the glittering world of awards shows, where spotlights illuminate talent and triumph, unforeseen controversies can erupt with the volatility of a live Source: commstrader.com
Indian stock markets saw a significant rebound on Wednesday. The Sensex and Nifty 50 indices surged, recovering from a previous day's sharp decline. This rally boosted the market capitalization of BSE-listed firms substantially. Key sectors like IT and Metal led the gains. Several major companies contributed to the upward movement, indicating a positive market sentiment. Source: economictimes.indiatimes.com
President Donald Trump said on Tuesday during his State of the Union address that his administration has told major technology companies they must build their own power plants for their data centers, a measure meant to protect consumers from rising bills. Source: economictimes.indiatimes.com
Australia has the energy resources to host data centres and they can be built to play nicely with the electricity network, the federal climate minister says. Source: michaelwest.com.au
Century Aluminium pumped US 34 million (about J 5.3 billion) into capital upgrades at its majority-owned Jamalco alumina refinery, racing to sever the operation’s dependence on the island’s power grid after Hurricane Melissa exposed the cost of that vulnerability last year. Concurrently, Hurricane Melissa cost Jamalco owners 50 per cent more than Hurricane Beryl a year earlier. Source: jamaica-gleaner.com
The US Department of the Treasury has taken decisive action against a network of exploit brokers responsible for trafficking stolen government cyber tools. Source: gbhackers.com
The shutdown of the strike, without prior notice, a contract or even a tentative agreement, underscores the need for a workers’ rebellion against the union bureaucracy. Source: www.wsws.org
IT stocks may still be under pressure, but today’s rebound shows confidence returning. The clash between AI anxiety and long-term opportunity is reshaping the narrative, pulling investors back into one of India’s most-watched sectors. Source: www.indiatoday.in
Mobility trajectories are essential for understanding urban dynamics and enhancing urban planning, yet access to such data is frequently hindered by privacy concerns. This research introduces a transformative framework for generating large-scale urban mobility trajectories, employing a novel application of a transformer-based model pre-trained and fine-tuned through a two-phase process. Initially, trajectory generation is conceptualized as an offline reinforcement learning (RL) problem, with a s Source: arxiv.org
Real-world object detection must operate in evolving environments where new classes emerge, domains shift, and unseen objects must be identified as unknown : all without accessing prior data. We introduce Evolving World Object Detection (EWOD), a paradigm coupling incremental learning, domain adaptation, and unknown detection under exemplar-free constraints. To tackle EWOD, we propose EW-DETR framework that augments DETR-based detectors with three synergistic modules: Incremental LoRA Adapters Source: arxiv.org
The High-Luminosity Large Hadron Collider (HL-LHC) at CERN will produce unprecedented datasets capable of revealing fundamental properties of the universe. However, realizing its discovery potential faces a significant challenge: extracting small signal fractions from overwhelming backgrounds dominated by approximately 200 simultaneous pileup collisions. This extreme noise severely distorts the physical observables required for accurate reconstruction. To address this, we introduce the Physics-G Source: arxiv.org
We present the first comprehensive analysis of massive activation development throughout transformer training, using the Pythia model family as our testbed, and release our full dataset publicly to support further research. Through systematic analysis of various model sizes across multiple training checkpoints, we demonstrate that massive activation emergence follows highly predictable mathematical patterns that can be accurately modeled using an exponentially-modulated logarithmic function with Source: arxiv.org
Real-world crash reports, which combine textual summaries and sketches, are valuable for scenario-based testing of autonomous driving systems (ADS). However, current methods cannot effectively translate this multimodal data into precise, executable simulation scenarios, hindering the scalability of ADS safety validation. In this work, we propose a scalable and verifiable pipeline that uses a large language model (GPT-4o mini) and a probabilistic intermediate representation (an Extended Scenic do Source: arxiv.org
Real-time object detection is crucial for real-world applications as it requires high accuracy with low latency. While Detection Transformers (DETR) have demonstrated significant performance improvements, current real-time DETR models are challenging to reproduce from scratch due to excessive pre-training overheads on the backbone, constraining research advancements by hindering the exploration of novel backbone architectures. In this paper, we want to show that by using general good design, it Source: arxiv.org
With the growing popularity of Large Reasoning Models and their results in solving mathematical problems, it becomes crucial to measure their capabilities. We introduce a pipeline for both automatic and interactive verification as a more accurate alternative to only checking the answer which is currently the most popular approach for benchmarks. The pipeline can also be used as a generator of correct solutions both in formal and informal languages. 3 AI agents, which can be chosen for the benchm Source: arxiv.org
Among the fastest-growing companies by revenue were Tata Electronics, which posted a staggering 3,173 CAGR, followed by Tata Passenger Electric Mobility at 904 and JSW One Platforms at 522 . Source: www.rediff.com
The new agreement gives Australia and India a chance to become much needed AI chip material suppliers and an alternative to China. Source: theconversation.com
I was born in Thompson, Manitoba Canada in 1977. Small mining town. Not exactly the land of opportunity. There was no AI. No Google. No internet. If you wanted ... Source: www.realclearmarkets.com
Gauteng Premier Panyaza Lesufi has pledged R760 million for water infrastructure in Johannesburg and billion in infrastructure projects. Source: www.citizen.co.za
Organised by Experia Events Pte Ltd, Space Summit 2026 concluded yesterday in Singapore following two days of dialogue that brought together government ... Source: en.antaranews.com
Tarang Amin said hearing customers demand products on TikTok Live informs ELF's development pipeline, while leaving him a little traumatized. Source: www.businessinsider.com
Hackers are using commercial AI models DeepSeek and Claude to automate attacks against FortiGate firewalls worldwide, turning basic misconfigurations into a hig... Source: gbhackers.com
Islamic finance, with its core values of fairness and social responsibility, could enhance credibility and transparency within green finance Source: www.juancole.com
John D. Rockefeller, a pioneering industrialist, revolutionized the oil industry with Standard Oil and reshaped American philanthropy. His impactful quote, 'The world owes no man a living, but it owes every man an opportunity to make a living,' emphasizes self-reliance and hard work. Rockefeller's own life exemplified this, rising from modest beginnings to immense success and significant charitable contributions. Source: economictimes.indiatimes.com
The latest calls inside the European Union to change its own voting rules to neutralize Hungary’s veto power display the bloc’s clear move toward complete Source: www.armstrongeconomics.com
We present UniRank, a multi-agent LLM pipeline that estimates university positions across global ranking systems using only publicly available bibliometric data from OpenAlex and Semantic Scholar. The system employs a three-stage architecture: (a) zero-shot estimation from anonymized institutional metrics, (b) per-system tool-augmented calibration against real ranked universities, and (c) final synthesis. Critically, institutions are anonymized -- names, countries, DOIs, paper titles, and collab Source: arxiv.org
Neural Processes (NPs), and specifically Transformer Neural Processes (TNPs), have demonstrated remarkable performance across tasks ranging from spatiotemporal forecasting to tabular data modelling. However, many of these applications are inherently sequential, involving continuous data streams such as real-time sensor readings or database updates. In such settings, models should support cheap, incremental updates rather than recomputing internal representations from scratch for every new observ Source: arxiv.org
Image-generative models are widely deployed across industries. Recent studies show that they can be exploited to produce policy-violating content. Existing mitigation strategies primarily operate at the pre- or mid-generation stages through techniques such as prompt filtering and safety-aware training/fine-tuning. Prior work shows that these approaches can be bypassed and often degrade generative quality. In this work, we propose ReVision, a training-free, prompt-based, post-hoc safety framework Source: arxiv.org
Dermatophytosis is commonly assessed using potassium hydroxide (KOH) microscopy, yet accurate recognition of fungal hyphae is hindered by artefacts, heterogeneous keratin clearance, and notable inter-observer variability. This study presents a transformer-based detection framework using the RT-DETR model architecture to achieve precise, query-driven localization of fungal structures in high-resolution KOH images. A dataset of 2,540 routinely acquired microscopy images was manually annotated usin Source: arxiv.org
Identifying the vulnerabilities exploited during cyberattacks is essential for enabling timely responses and effective mitigation in software security. This paper directly examines the process of predicting software vulnerabilities, specifically Common Vulnerabilities and Exposures (CVEs), from unstructured descriptions of attacks reported in cybersecurity news articles. We propose a semantic similarity-based approach utilizing the multi-qa-mpnet-base-dot-v1 (MPNet) sentence transformer model to Source: arxiv.org
Enterprises rely on RDF knowledge graphs and SPARQL to expose operational data through natural language interfaces, yet public KGQA benchmarks do not reflect proprietary schemas, prefixes, or query distributions. We present PIPE-RDF, a three-phase pipeline that constructs schema-specific NL-SPARQL benchmarks using reverse querying, category-balanced template generation, retrieval-augmented prompting, deduplication, and execution-based validation with repair. We instantiate PIPE-RDF on a fixed-sc Source: arxiv.org
This paper introduces JavisDiT, a novel Joint Audio-Video Diffusion Transformer designed for synchronized audio-video generation (JAVG). Based on the powerful Diffusion Transformer (DiT) architecture, JavisDiT simultaneously generates high-quality audio and video content from open-ended user prompts in a unified framework. To ensure audio-video synchronization, we introduce a fine-grained spatio-temporal alignment mechanism through a Hierarchical Spatial-Temporal Synchronized Prior (HiST-Sypo) E Source: arxiv.org
Despite powering modern AI, transformers remain mysteriously brittle to train. We develop a stability theory that explains why pre-LayerNorm works, why DeepNorm uses N {-1/4} scaling, and why warmup is necessary, all from first principles. Our framework has two pillars: (1) We derive the emph{exact} operator norm of the softmax Jacobian, J_{softmax}(u/ ) _{ infty to 1} = (p)/ , where the balanced-mass factor (p) in[0,1] quantifies attention sensitivity. (2) We introduce a block- Source: arxiv.org
Vestas has received a firm order for RWE's 1,380 MW Vanguard West offshore wind project in the United Kingdom. This new order follows the strong outcomes of Allocation Round 7, which has reinforce. . . Source: globalrenewablenews.com
Alpiq has acquired the Navaleo pumped hydro storage project in Castilla y Le n, Spain. Developed by Erbienerg a, a leading renewable energy company with deep roots in the region, this advanced. . . Source: globalrenewablenews.com
The growing volume of digital cultural heritage resources highlights the need for advanced recommendation methods capable of interpreting semantic relationships between heterogeneous data entities. This paper presents a complete methodology for implementing a hybrid recommendation pipeline integrating knowledge-graph embeddings, approximate nearest-neighbour search, and SPARQL-driven semantic filtering. The work is evaluated on the JUHMP (Jagiellonian University Heritage Metadata Portal) knowled Source: arxiv.org
Graph Transformer has demonstrated impressive capabilities in the field of graph representation learning. However, existing approaches face two critical challenges: (1) most models suffer from exponentially increasing computational complexity, making it difficult to scale to large graphs; (2) attention mechanisms based on node-level operations limit the flexibility of the model and result in poor generalization performance in out-of-distribution (OOD) scenarios. To address these issues, we propo Source: arxiv.org
The Contract was concluded on the basis of the international bidding procedure in the framework of the Ukraine - Improving Power System Resilience for European Power Grid Integration (Installation o. . . Source: globalrenewablenews.com
Sequential recommender systems aim to predict a user's future interests by extracting temporal patterns from their behavioral history. Existing approaches typically employ transformer-based architectures to process long sequences of user interactions, capturing preference shifts by modeling temporal relationships between items. However, these methods often overlook the influence of group-level features that capture the collective behavior of similar users. We hypothesize that explicitly modeling Source: arxiv.org
Genviral has launched a dedicated OpenClaw skill that allows the open-source AI agent to autonomously create, schedule, and analyze short-form video content on TikTok, Instagram, YouTube, Facebook, Pinterest, and LinkedIn through 42 API commands. Source: www.manilatimes.net
Large language models have revolutionized AI applications, yet their high computational and memory demands hinder their widespread deployment. Existing compression techniques focus on intra-block optimizations (e.g., low-rank approximation or attention pruning), while the repetitive layered structure of transformers implies significant inter-block redundancy - a dimension largely unexplored beyond key-value (KV) caching. Inspired by dictionary learning in convolutional networks, we propose a fra Source: arxiv.org
Time-series forecasting is a critical task across many domains, from engineering to economics, where accurate predictions drive strategic decisions. However, applying advanced deep learning models in challenging, volatile domains like finance is difficult due to the inherent limitation and dynamic nature of financial time series data. This scarcity often results in sub-optimal model training and poor generalization. The fundamental challenge lies in determining how to reliably augment scarce fin Source: arxiv.org
Malibu’s announcement emphasized that the lawsuit reflects the City’s responsibility to protect public funds The City of Malibu filed a civil lawsuit Tuesday in Los Angeles County Superior Court against the state of California, the [ ] Source: yovenice.com
The Wales Gas-to-Energy (GtE) could do so much for Guyanese. Be easier on the pockets, enhance their confidence, help them to trust leaders. Trust based on decisions make, promises given, and dates kept. For US 2 billion, probably more, citizens are entitled to some consideration, the respect owed to those who foot that bill in one way or another. They have had none of that, other than brief, by-the-way, updates that very casually inform the nation of new issues. Source: kaieteurnewsonline.com
BENGALURU : In an indicator of strong housing demand fuelled by employment growth, especially in Bengaluru, Karnataka continues to see large housing d. Source: timesofindia.indiatimes.com
The video demonstrates how the feature works in real-world conditions. Once enabled through the settings menu, the display dynamically narrows its viewing angles. Source: www.gizmochina.com
United States oil major, Exxon Mobil Corporation in 2025 hit its highest daily production in more than 40 years, with Guyana’s operations in the company’s forefront of major contributors. Source: kaieteurnewsonline.com
In the aftermath of yet another devastating mass shooting, this time at a Rhode Island ice rink where a gunman took lives and then his own, families are left Source: commstrader.com
President Dr. Mohamed Irfaan Ali on Saturday announced a bold push to ensure all bottled water consumed locally is produced in Guyana within the next year, as he outlined a transformative vision for the country’s water sector. Source: kaieteurnewsonline.com
Elevate your workflow with the KHS - Coastal Dune in Sindu-ri, Taean asset from KOREA HERITAGE SERVICE. Find this & other Environments options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the KHS - Jeju Billemotdonggul Lava Tube Pack, Korea asset from KOREA HERITAGE SERVICE. Find this & other Historic options on the Unity Asset Store. Source: assetstore.unity.com
The Government of Guyana has been engaging with the government of Trinidad and Tobago (T&T) to explore possible partnership for the restart of the twin-island’s oil refinery which was closed in 2018. Source: kaieteurnewsonline.com
Suriname’s Minister of Oil, Gas and Environment, Patrick Loys Brunings, says his government is prepared to establish a technical team with Guyana to examine President Dr. Irfaan Ali’s proposal to partner on Guyana’s planned second gas-to-energy (GTE) project which will be located in Berbice, Region Six. Source: kaieteurnewsonline.com
Ethiopia's Tigray region is bracing for the possibility of renewed conflict over three years after warring parties signed a peace deal Source: abcnews.com
Gulf Air and Bahrain Airport Company have unveiled investment in their workforce with the launch of a Compensation & Benefits Framework Source: www.traveldailymedia.com
Discover how Propese integrated Mashvisor's Historical Performance API to deploy a professional STR valuation engine in just 48 hours. Source: www.mashvisor.com
MEKELE, Ethiopia (AP) Gebreegziabher Berehe has stopped waiting for tourists to arrive as many worry about a return to war. The tour guide in Ethiopia ’s northern region of Tigray says his bookings... Source: www.winnipegfreepress.com
The same technologies that enable State forces to monitor and strike insurgent camps are now being mirrored by non-State actors with increasing sophistication. Source: www.rediff.com
India Business News: Morgan Stanley has an overweight rating on Reliance Industries (RIL) with the target price at Rs 1,803. Analysts said RIL has pivoted every decade in . Source: timesofindia.indiatimes.com
Elevate your workflow with the Javanese Spear pack asset from Nusantara Art World. Find this & other Weapons options on the Unity Asset Store. Source: assetstore.unity.com
The brewing industry plans a significant investment of Rs 5,500 crore in Uttar Pradesh over the next three years. This includes setting up new breweries and ancillary units like aluminium can and glass production plants. The Brewers' Association of India welcomed the state's progressive excise policy. This policy aims to boost beer consumption and industry growth without impacting tax revenues. Source: economictimes.indiatimes.com
When Russia’s full-scale invasion of Ukraine surpassed 1,418 days last month, it officially exceeded a historic milestone the same span of time it took Moscow to defeat Nazi Germany in World War II. Source: www.winnipegfreepress.com
President Irfaan Ali on Saturday commissioned the 468 million water treatment plant at Five Miles, Bartica, Region Seven while mandating that all locally consumed water must be produced locally in 12 months. Source: kaieteurnewsonline.com
State Department canceled visas for Chile's Transport Minister over a proposed telecom cable to Hong Kong. The move forces Chile to choose between its biggest trading partner and closest ally. Source: gcaptain.com
Massy Gas Products, along with nine other companies have expressed an interest in partnering with the Government of Guyana (GoG) on the construction and operation of a cooking gas bottling company. Source: kaieteurnewsonline.com
Senior Energy and Strategy Advisor and former Director of Geology and Geophysics at the Trinidad and Tobago Ministry of Energy. Source: kaieteurnewsonline.com
Elevate your workflow with the A7V Sturmpanzerwagen asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store. Source: assetstore.unity.com
Bacterial strains recovered from two-million-year-old Siberian permafrost resist at least ten modern antibiotics, revealing that antimicrobial resistance long predates human medicine and raising urgent questions about drug development strategies and the thawing Arctic's role in releasing ancient microbes. Source: www.webpronews.com
Slovak Prime Minister Robert Fico has warned that Bratislava may suspend emergency electricity exports to Ukraine if oil deliveries via the Druzhba pipeline are... Source: www.dimsumdaily.hk
President Donald Trump has authorised federal emergency assistance for Washington, D.C. after a sewage pipeline collapse released more than 200 million gallons ... Source: www.dimsumdaily.hk
Quay Tag Parameter plugin for Jenkins. Provides a build parameter type that displays a dropdown of available image tags from a specified Quay.io repository, making it easy to select which container image version to use in your builds. Source: plugins.jenkins.io
Secretary of Defense Pete Hegseth has returned again and again to a familiar target: the military’s long-standing refrain that our diversity is ou... Source: www.koreatimes.co.kr
Abu Dhabi Mubasher: Aldar Properties has issued 1 billion worth of subordinated hybrid notes to Apollo Global Management through a private placement, building on the transformational growth initiatives of the real estate developer, according to Source: english.mubasher.info
Kiev has accused Hungary and Slovakia of provocation and blackmail following threats to cut off energy supplies unless Kiev resumes the flow of Russian oil through the Druzhba pipeline. Statements fr... Source: www.yahoo.com
Johns Hopkins economist Steve Hanke and Meta chief AI scientist Yann LeCun are converging on a shared warning: the AI investment boom is a bubble likely to burst by 2026, as hundreds of billions in spending outpace actual revenue generation from artificial intelligence technologies. Source: www.webpronews.com
Invenergy, which calls itself North America’s largest privately held independent power producer and energy infrastructure innovator, said it has an agreement with a pipeline operator regarding infrastructure associated with development of as many as three new natural gas-fired power plants in Arizona. Source: www.powermag.com
Harsha Kakar [email protected] Warfare is changing. It will no longer be restricted to conventional or kinetic but will be hybrid and multi-domain. Wars may also no longer be short and intense but prolonged while remaining below the nuclear threshold. Today’s warfare will involve large scale employment of drones, cyberattacks, space and informational warfare, guided by AI. Hybrid warfare or Grey Zone warfare will always be ongoing. Intelligence inputs to commanders would flow from multiple Source: www.dailyexcelsior.com
Elevate your workflow with the Quirky Series - Grassland Animals Vol 1 asset from Omabuarts Studio. Find this & other Animals options on the Unity Asset Store. Source: assetstore.unity.com
SA Water will take over the decrepit water infrastructure in Coober Pedy, where burst pipes have led to residents paying some of the highest water bills in the state. Source: www.abc.net.au
WASHINGTON (AP) President Donald Trump has approved emergency assistance to Washington, D.C., to help the city address a sewage system leak that dumped at least 250 million gallons of raw sewage int... Source: www.winnipegfreepress.com
Google announces a 15 billion investment to establish a full-stack AI hub in India, enhancing the country's digital landscape. Source: www.thehindubusinessline.com
Google CEO Sundar Pichai highlighted the transformative potential of AI at the India AI Impact Summit, emphasizing its role in scientific discovery, economic development, and workforce evolution. Source: www.rediff.com
The local declaration is asking the president to issue a Presidential Emergency Disaster Declaration. It seeks full reimbursement for the money the city and local utility DC Water are spending on r Source: nypost.com
IT stocks rise as investor sentiment improves, driven by AI developments and partnerships among major players like Infosys and TCS. Source: www.thehindubusinessline.com
WASHINGTON (AP) In another era, the scene would have been unremarkable. But in President Donald Trump’s Washington, it’s become increasingly rare. Sitting side by side on stage were Okla... Source: www.winnipegfreepress.com
Transformer models achieve state-of-the-art performance across domains and tasks, yet their deeply layered representations make their predictions difficult to interpret. Existing explainability methods rely on final-layer attributions, capture either local token-level attributions or global attention patterns without unification, and lack context-awareness of inter-token dependencies and structural components. They also fail to capture how relevance evolves across layers and how structural compo Source: arxiv.org
A light field image captures scenes through its micro-lens array, providing a rich representation that encompasses spatial and angular information. While this richness comes at significant data redundancy, most existing methods tend to indiscriminately utilize all the information from sub-aperture images (SAIs) in an attempt to harness every visual cue regardless of their disparity significance. However, this paradigm inevitably leads to disparity entanglement, a fundamental cause of inefficienc Source: arxiv.org
C-RASP is a simple programming language that was recently shown to capture concepts expressible by transformers. In this paper, we develop new algorithmic techniques for automatically verifying C-RASPs. To this end, we establish a connection to the verification of synchronous dataflow programs in Lustre, which enables us to exploit state-of-the-art model checkers utilizing highly optimized SMT-solvers. Our second contribution addresses learning a C-RASP program in the first place. To this end, w Source: arxiv.org
Deep learning has improved automated electrocardiogram (ECG) classification, but limited insight into prediction reliability hinders its use in safety-critical settings. This paper proposes UCTECG-Net, an uncertainty-aware hybrid architecture that combines one-dimensional convolutions and Transformer encoders to process raw ECG signals and their spectrograms jointly. Evaluated on the MIT-BIH Arrhythmia and PTB Diagnostic datasets, UCTECG-Net outperforms LSTM, CNN1D, and Transformer baselines in Source: arxiv.org
Code translation, the automatic conversion of programs between languages, is a growing use case for Large Language Models (LLMs). However, direct one-shot translation often fails to preserve program intent, leading to errors in control flow, type handling, and I/O behavior. We propose an algorithm-based pipeline that introduces a language-neutral intermediate specification to capture these details before code generation. This study empirically evaluates the extent to which structured planning ca Source: arxiv.org
HIghlights The Bellomo plant, located in Modica, Sicily, will have an installed capacity of 9.5 MWdc and help avoid approximately 5,200 tonnes of CO per year. The project is part of a 10-year . . . Source: globalrenewablenews.com
Probing is widely adopted in computer vision to faithfully evaluate self-supervised learning (SSL) embeddings, as fine-tuning may misrepresent their inherent quality. In contrast, audio SSL models still rely on fine-tuning because simple probing fails to unlock their full potential and alters their rankings when competing for SOTA on AudioSet. Hence, a robust and efficient probing mechanism is required to guide the trajectory of audio SSL towards reliable and reproducible methods. We introduce C Source: arxiv.org
Accurate and computationally efficient 3D medical image segmentation remains a critical challenge in clinical workflows. Transformer-based architectures often demonstrate superior global contextual modeling but at the expense of excessive parameter counts and memory demands, restricting their clinical deployment. We propose RefineFormer3D, a lightweight hierarchical transformer architecture that balances segmentation accuracy and computational efficiency for volumetric medical imaging. The archi Source: arxiv.org
Cocktail party problem is the scenario where it is difficult to separate or distinguish individual speaker from a mixed speech from several speakers. There have been several researches going on in this field but the size and complexity of the model is being traded off with the accuracy and robustness of speech separation. Monaural multi-speaker speech separation presents a speech-separation model based on the Transformer architecture and its efficient forms. The model has been trained with the Source: arxiv.org
Heterogeneous Networks (HetNets) pose critical challenges for intelligent management due to the diverse user requirements and time-varying wireless conditions. These factors introduce significant decision complexity, which limits the adaptability of existing Deep Reinforcement Learning (DRL) methods. In many DRL algorithms, especially those involving value-based or actor-critic structures, the critic component plays a key role in guiding policy learning by estimating value functions. However, co Source: arxiv.org
Swift Current Energy (Swift Current) today (Feb 18) announced that it has secured tax equity financing and 248 million in project financing for its 122 MWdc (100 MWac) Three Rivers Solar facili. . . Source: globalrenewablenews.com
Transformer-based single-object trackers achieve state-of-the-art accuracy but rely on fixed-depth inference, executing the full encoder--decoder stack for every frame regardless of visual complexity, thereby incurring unnecessary computational cost in long video sequences dominated by temporally coherent frames. We propose UncL-STARK, an architecture-preserving approach that enables dynamic, uncertainty-aware depth adaptation in transformer-based trackers without modifying the underlying networ Source: arxiv.org
EDF solutions lectriques and Alliance de l' nergie de l'Est enthusiastically welcome the adoption of the government decree authorizing the construction of the For t Domaniale wind fa. . . Source: globalrenewablenews.com
Pichai announced a new subsea cable initiative to boost AI connectivity between India, the US and other locations and outlined a slew of partnerships around scaling AI and workforce readiness Source: www.deccanchronicle.com
Prime Minister Shehbaz Sharif visits Washington to attend the inaugural Gaza Board of Peace summit hosted by US President Donald Trump, focusing on ceasefire progress and Gaza reconstruction. Source: dailytimes.com.pk
Netweb Technologies share price rose sharply on Thursday, extending their rally to Day 3 after unveiling its Make in India Tyrone Camarero GB200 AI Supercomputer and the compact Tyrone Camarero Spark. Built with NVIDIA Blackwell GPUs and Grace CPUs, these systems target advanced AI workloads, on-premises model training, and high-performance computing in India. Source: economictimes.indiatimes.com
Elevate your workflow with the Bori Kalimbuang asset from Nusantara Art World. Find this & other Historic options on the Unity Asset Store. Source: assetstore.unity.com
Electronic Health Records (EHRs) contain rich, longitudinal patient information across structured (e.g., labs, vitals, and imaging) and unstructured (e.g., clinical notes) modalities. While deep learning models such as RNNs and Transformers have advanced single- and multimodal EHR analysis, existing methods often optimize for specific downstream tasks and overlook the creation of generalizable patient representations that can be reused across multiple tasks. To address this gap, we propose CAAT- Source: arxiv.org
Public Safety Power Shutoffs (PSPS) force rapid topology changes that can render standard operating points infeasible, requiring operators to quickly identify corrective transmission switching actions that reduce load shedding while maintaining acceptable voltage behavior. We present a verifiable, multi-stage adaptation pipeline that fine-tunes an instruction-tuned large language model (LLM) to generate emph{open-only} corrective switching plans from compact PSPS scenario summaries under an exp Source: arxiv.org
Despite the advances in neural text to speech (TTS), many Arabic dialectal varieties remain marginally addressed, with most resources concentrated on Modern Spoken Arabic (MSA) and Gulf dialects, leaving Egyptian Arabic -- the most widely understood Arabic dialect -- severely under-resourced. We address this gap by introducing NileTTS: 38 hours of transcribed speech from two speakers across diverse domains including medical, sales, and general conversations. We construct this dataset using a nov Source: arxiv.org
Testing functionality in Software-Defined Vehicles is challenging because requirements are written in natural language, specifications combine text, tables, and diagrams, while test assets are scattered across heterogeneous toolchains. Large Language Models and Vision-Language Models are used to extract signals and behavioral logic to automatically generate Gherkin scenarios, which are then converted into runnable test scripts. The Vehicle Signal Specification (VSS) integration standardizes sign Source: arxiv.org
We present TokaMind, an open-source foundation model framework for fusion plasma modeling, based on a Multi-Modal Transformer (MMT) and trained on heterogeneous tokamak diagnostics from the publicly available MAST dataset. TokaMind supports multiple data modalities (time-series, 2D profiles, and videos) with different sampling rates, robust missing-signal handling, and efficient task adaptation via selectively loading and freezing four model components. To represent multi-modal signals, we use a Source: arxiv.org
Accurate QA over classical Islamic texts remains challenging due to domain specific semantics, long context dependencies, and concept sensitive reasoning. Therefore, a new CGRA DeBERTa, a concept guided residual domain augmentation transformer framework, is proposed that enhances theological QA over Hadith corpora. The CGRA DeBERTa builds on a customized DeBERTa transformer backbone with lightweight LoRA based adaptations and a residual concept aware gating mechanism. The customized DeBERTa embe Source: arxiv.org
General-purpose super-resolution models, particularly Vision Transformers, have achieved remarkable success but exhibit fundamental inefficiencies in common infrared imaging scenarios like surveillance and autonomous driving, which operate from fixed or nearly-static viewpoints. These models fail to exploit the strong, persistent spatial priors inherent in such scenes, leading to redundant learning and suboptimal performance. To address this, we propose the Regional Prior attention Transformer f Source: arxiv.org
In this study, we have presented a novel approach to predict the Short-Time Objective Intelligibility (STOI) metric using a bottleneck transformer architecture. Traditional methods for calculating STOI typically requires clean reference speech, which limits their applicability in the real world. To address this, numerous deep learning-based nonintrusive speech assessment models have garnered significant interest. Many studies have achieved commendable performance, but there is room for further i Source: arxiv.org
By John Helmer, Moscow @bears_with Constipation causes desperation in middle age; incontinence causes desperation in old age. The Peskovite fac Source: johnhelmer.net
The Government of Guyana, through the Ministry of Public Utilities and Aviation is currently requesting proposals for the construction of municipal airports at Lethem in Region Nine and Rose Hall in Region Six, and for the rehabilitation of several hinterland coastal airstrips. Source: kaieteurnewsonline.com
Pune: Less than 500m from the towering Blue Ridge Township in Hinjewadi, a blue signboard set up by the Pune Metropolitan Region Development Authority. Source: timesofindia.indiatimes.com
Elevate your workflow with the Modular Fantasy Character Death Knight asset from TeinKrioss. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
In a bold stride towards technological advancement, Netweb Technologies India witnessed a boom in shares following the introduction of their cutting-edge AI supercomputers. The formidable Tyrone Camarero GB200 and the agile Tyrone Camarero Spark are designed to offer immense AI capabilities, leveraging the prowess of NVIDIA technology in line with the 'Make in India' vision. Source: economictimes.indiatimes.com
American Caper #4 hits stores Wednesday with gambling addicts, militia flirtation, prison escapes, and the bloodiest brunch since LOLtron's last malfunction. Source: bleedingcool.com
IDT Australia (ASX: IDT) reports improving six-month ops under a new leadership team and realignment strategy; revenue up 20 to 8.4m, EBITDA losses narrowed. Source: smallcaps.com.au
Depuis quelques moi, j’essaye d’ crire un billet sur le greenwashing ( coblanchiment comme on dirait au Qu bec). Et forc ment, a prend du temps, parce que j’ai souvent tendance me perdre dans tes d tails et l encore, a n’a pas manqu . Mais je vais d j poser les bases, en d crivant cet cosyst me qui lui permet de Continue reading L’ cosyst me du bruit et la fabrique de l’autorit Source: freakonometrics.hypotheses.org
Nvidia's diversity of partnerships is critical as AI is not a single product, nor a lone one-off breakthrough, he said, likening Artificial Intelligence to a five-layer cake spanning energy (as the base), with chips, infrastructure, models and applications on top. Source: economictimes.indiatimes.com
The Petone railway underpass on a nearly-new 70 million cycleway is thigh-deep in water more than two days after the storm and heavy rain in Wellington. Source: www.rnz.co.nz
BANGKOK, Thailand (AP) Japan wants to ship carbon emissions to Malaysia in a first-of-its-kind project in Southeast Asia for carbon capture and storage, a widely debated process that critics say is... Source: www.winnipegfreepress.com
When Bad Bunny and his dancers scaled power poles during his Super Bowl performance, he wasn’t just entertaining millions. He was spotlighting how Puerto Rico’s chronic power outages are a legacy of its Source: theconversation.com
The international system today is not only defined by polarity but by dense interdependence. Energy chokepoints generate global conflict Source: www.juancole.com
OTB Group CEO Ubaldo Minelli underscored the focus on creativity and strategic investments, as Maison Margiela and Diesel grew in 2025. Source: wwd.com
Large language models (LLMs) have recently achieved remarkable success in generating rigorous mathematical proofs, with AI for Math emerging as a vibrant field of research. While these models have mastered competition-level benchmarks like the International Mathematical Olympiad and show promise in research applications through auto-formalization, their deployment via lightweight, natural-language pipelines for research problems remains underexplored. In this work, we demonstrate that next-gen Source: arxiv.org
The integration of LLMs into vulnerability detection (VD) has shifted the field toward interpretable and context-aware analysis. While post-training methods have shown promise in general coding tasks, their systematic application to VD remains underexplored. In this paper, we present the first comprehensive investigation into the post-training pipeline for LLM-based VD, spanning from cold-start SFT to off-policy preference optimization and on-policy RL, uncovering how data curation, stage intera Source: arxiv.org
Video prediction is a complex time-series forecasting task with great potential in many use cases. However, traditional methods prioritize accuracy and overlook slow prediction speeds due to complex model structures, redundant information, and excessive GPU memory consumption. These methods often predict frames sequentially, making acceleration difficult and limiting their applicability in real-time scenarios like danger prediction and warning.Therefore, we propose a transformer-based keypoint p Source: arxiv.org
Millimeter wave (mmWave) communication, utilizing beamforming techniques to address the inherent path loss limitation, is considered as one of the key technologies to support ever increasing high throughput and low latency demands of connected vehicles. However, adopting standard defined beamforming approach in highly dynamic vehicular environments often incurs high beam training overheads and reduction in the available airtime for communications, which is mainly due to exchanging pilot signals Source: arxiv.org
We introduce Discernment, a semantic communication system that transmits the meaning of physical signals (baseband radio and audio) over a technical channel using GenAI models operating in discrete spaces. Discernment dynamically adapts to channel impairments - modeled as erasure channels - by switching between an autoregressive or a diffusion-based generative algorithm, depending on the erasure pattern. Our results show that Discernment maintains semantic integrity even as channel capacity seve Source: arxiv.org
Vision Transformers (ViTs) have emerged as the state-of-the-art architecture in representation learning, leveraging self-attention mechanisms to excel in various tasks. ViTs split images into fixed-size patches, constraining them to a predefined size and necessitating pre-processing steps like resizing, padding, or cropping. This poses challenges in medical imaging, particularly with irregularly shaped structures like tumors. A fixed bounding box crop size produces input images with highly varia Source: arxiv.org
We present an end-to-end framework for systematic evaluation of LLM-generated smart contracts from natural-language specifications. The system parses contractual text into structured schemas, generates Solidity code, and performs automated quality assessment through compilation and security checks. Using CrewAI-style agent teams with iterative refinement, the pipeline produces structured artifacts with full provenance metadata. Quality is measured across five dimensions, including functional com Source: arxiv.org
The fermentation plant operated by Axpo Biomasse AG in Aarberg (BE) is realigning its energy production: the previous combined heat and power plant has been replaced by a modern biogas processing plan. . . Source: globalrenewablenews.com
FirstLight, a leading clean power producer, developer, and energy storage company, today announced that applications are now open for the fourth year of FirstLight Sustains. The competitive grant prog. . . Source: globalrenewablenews.com
Through research with MIT D-Lab, MIT engineering student Kiyoko Kik Hayano worked with Keo Fish Farms in Arkansas to build a model for regenerative aquaculture water systems. Source: news.mit.edu
Auction strengthens European Energy's ongoing commitment to develop and construct renewable energy assets in the United Kingdom. European Energy awarded Contracts for Difference for th. . . Source: globalrenewablenews.com
A key highlight of Odisha’s participation is its strategic collaboration with Sarvam AI, aimed at building sovereign AI capabilities with a special focus on population-scale Odia-language AI... Source: www.deccanchronicle.com
Four rising humanoid robot startups - Unitree Robotics, Galbot, Noetix and MagicLab - demonstrated their products at the gala, a televised event and touchstone for China comparable to the Super Bowl for the United States. Source: economictimes.indiatimes.com
The oil can arrive at the Croatian port of Omisalj by tankers, then it would be sent to Hungary and Slovakia via the Trans Adriatic pipeline Source: tass.com
The Guyana Water Inc. (GWI) is preparing to spend approximately 163 million to drill potable water wells in communities in Regions One, Eight and Nine. Source: kaieteurnewsonline.com
The Delhi Traffic Police released a list of 10 schools that fall on the main routes of WIP movement where board examinations will be held on February 17. Source: www.livemint.com
What happened and who is hit Funding for the Department of Homeland Security lapsed after negotiators failed to reach an agreement on reforms tied to immigration enforcement. The Source: alltoc.com
John Abraham reflects on facing relentless criticism since 2003, navigating Bollywood without a publicist, and carving his own space among industry heavyweights. Source: www.india.com
Workers protesting anti-worker legislation were brutally assaulted by riot police in Buenos Aires, while three contract workers received burns and were hospitalized after a work accident at a ExxonMobil refinery complex in Texas. Source: www.wsws.org
Opposition to the company’s proposals is enormous at Whiting, which voted 98 percent to strike. But if the USW’s pattern agreement is accepted at other refineries, it sets the stage for a strike to be isolated, giving management the upper hand. Source: www.wsws.org
Assam is building new emergency landing strips for aircraft. This is part of a larger plan to strengthen India's defense in the Northeast. The state is also developing new airports and a major road-cum-rail tunnel under the Brahmaputra River. These projects aim to improve connectivity and security in the strategically important region. Source: economictimes.indiatimes.com
Conditional Value-at-Risk (CoVaR) quantifies systemic financial risk by measuring the loss quantile of one asset, conditional on another asset experiencing distress. We develop a Transformer-based methodology that integrates financial news articles directly with market data to improve CoVaR estimates. Unlike approaches that use predefined sentiment scores, our method incorporates raw text embeddings generated by a large language model (LLM). We prove explicit error bounds for our Transformer CoV Source: arxiv.org
Accurate forecasting of Bitcoin (BTC) has always been a challenge because decentralized markets are non-linear, highly volatile, and have temporal irregularities. Existing deep learning models often struggle with interpretability and generalization across diverse market conditions. This research presents a hybrid stacked-generalization framework, TFT-ACB-XML, for BTC closing price prediction. The framework integrates two parallel base learners: a customized Temporal Fusion Transformer (TFT) and Source: arxiv.org
Properties of crystalline materials are closely linked to microstructure arising from the spatial arrangement, orientation, and phase of nanocrystals. Rapid characterization of crystalline microstructure can accelerate the identification of these links and the development of materials with desired properties. Here, we combine a machine learning framework with four-dimensional scanning transmission electron microscopy (4D-STEM) to enable fast inference of crystalline microstructure over large fie Source: arxiv.org
OpenAI CEO Sam Altman has signaled a major strategic expansion into India, describing the nation as a potential full-stack AI leader. Speaking Source: stockmarketwatch.com
Silver (XAG/USD) prices experienced a sharp decline of more than 3 at the start of the week, settling near 74.94 per ounce. This move follows a period of Source: stockmarketwatch.com
Nine days after a speeding SUV driven by a minor rammed their scooter in Mumbai, Dhrumil Patel died during treatment while wife Meenal Patel remains critical. Police booked the car owner after his minor son allegedly drove the car. Police continue investigation into negligence and illegal driving that turned a late-night commute into a fatal tragedy for the family. Source: www.indiatoday.in
Indian IT giants are actively reinventing their strategies to counter fears of AI-driven disruption, which has led to a significant market value sell-off. Companies are embedding AI into transformation programs, focusing on outcome-led growth, and leveraging internal AI tools to maintain margins and deliver value to clients. Source: economictimes.indiatimes.com
Explore the advantages of using fabric pipelines for snapshot reporting in Microsoft Fabric. Learn efficient data processing techniques. Source: www.mssqltips.com
As Indias lab-grown diamond market gains scale and consumer confidence, Limelight Diamonds is positioning itself at the forefront of the categorys organised retail expansion. Source: economictimes.indiatimes.com
Fixed income investors should recalibrate strategies as RBI nears the end of its rate-cut cycle. With comfortable liquidity and low rate hike probability, short-term AAA corporate bonds above 7 offer better risk-reward. Accrual-oriented strategies in the short to medium segment are favored over long-duration bets. Potential Bloomberg index inclusion could boost government bonds. Source: economictimes.indiatimes.com
Fresh off a Grammy nomination for a recent collaborative work, English producer and singer-songwriter Gabriel has returned to solo work, dropping h... Source: www.koreatimes.co.kr
Middle East News: In a major step for the UAE’s digital infrastructure ambitions, telecom provider du has announced a strategic partnership to land and invest in the Si. Source: timesofindia.indiatimes.com
The government will merge state-run PFC and REC, a move fund managers say could channel more capital into major corporates and large power projects Source: www.business-standard.com
Discover the Power Grid Stock Liveblog, your go-to destination for real-time updates and comprehensive analysis of a top-performing stock. Keep track of Power Grid's latest details, including: Last traded price 299.05, Market capitalization: 276367.44, Volume: 9139020, Price-to-earnings ratio 17.8, Earnings per share 16.69. Our liveblog offers a holistic view of Power Grid by examining both fundamental and technical indicators. Stay ahead of market trends with breakingnews that can impact Power Source: economictimes.indiatimes.com
While health officials have detected Hepatitis B and C in a few cases and found 23 of 107 water samples failing quality tests due to bacterial growth and low chlorination, the exact cause of the deaths is still under investigation. Source: www.indiatoday.in
India is merging two major state-owned power lenders, Power Finance Corp. and REC Ltd. This move is expected to inject more funds into the economy and large-scale power projects. Money managers anticipate increased investment opportunities as the combined entity's bond holdings will be reallocated. Source: economictimes.indiatimes.com
India Business News: Mumbai: Bank credit growth continued to outpace deposit mobilisation this financial year, tightening system liquidity even as lenders step up loan dis. Source: timesofindia.indiatimes.com
S. Korea's average gasoline price fell for a 10th straight week, while diesel prices edged higher and turned upward for the first time in 10 weeks. Source: www.upi.com
It's a tense Saturday morning in Washington D.C., and the sun rises over a city that's buzzing with political drama like it's on the edge of a bad hangover Source: commstrader.com
Jonathan Hickman and Marco Checchetto's acclaimed Ultimate Spider-Man #24 hits stores Wednesday, ending an era for Spidey fans everywhere. Source: bleedingcool.com
Master ABM for cybersecurity. Learn how to target high-value accounts, shorten sales cycles, and build trust with personalized strategies. Source: www.singlegrain.com
CAIRO (AP) The Iranian security agents came at 2 a.m., pulling up in a half-dozen cars outside the home of the Nakhii family. They woke up the sleeping sisters, Nyusha and Mona, and forced them to g... Source: www.winnipegfreepress.com
The key mainboard issue to watch will be Gaudium IVF & Women Health, which will open for subscription on February 20 and close on February 24. The company is expected to list on BSE and NSE on February 27, with allotment likely to be finalised on February 25. Source: economictimes.indiatimes.com
All canisters from the company Salem Yaakov and Sons are to be taken out of service immediately. Other canisters must be checked to ensure they are labeled correctly. Source: www.jpost.com
WINNIPEG A Manitoba First Nation whose residents were evacuated for months last summer due to a wildfire and an extended power outage says it has bought its own backup generators, after it say... Source: www.winnipegfreepress.com
The largest US electric utilities are ramping up spending on new power infrastructure to meet surging demand from data centers, with companies like American Electric Power and Exelon unveiling expanded investment plans on Thursday and fielding questions about rising power bills. Source: cio.economictimes.indiatimes.com
The Prankster's perfect kill record meets an imperfect obstacle in Superman Unlimited #10, as the Man of Steel becomes the ultimate target. Source: bleedingcool.com
Minister for Foreign Affairs and Defence Helen McEntee has said it is time to have an honest conversation about how Ireland protects its security and infrastructure in a changing global security landscape. Source: www.rte.ie
A consortium of major companies including Ericsson, Microsoft, Nokia, and Jio Platforms has launched the Trusted Technology Alliance to promote safety and transparency in technology use. Source: telecom.economictimes.indiatimes.com
Sunny Deol has hinted that the title of Lahore 1947 may be changed, while confirming the film’s theatrical release during Independence Day week in August 2026. Source: zeenews.india.com
The lower house of the Polish parliament has adopted legislation granting amnesty to Polish citizens who have fought as mercenaries for Kiev Source: www.rt.com
The demand for structured, women-only accommodation is rising sharply across Tamil Nadu, with occupancy levels touching 93 as of February 2026, accor. Source: timesofindia.indiatimes.com
Refinery workers must organize themselves from below to fight for a deal that meets their demands, taking all actions necessary, up to and including a national strike. Source: www.wsws.org
Mumbai: A fire broke out in the bedroom of a ninth floor flat in a Goregaon East highrise on Friday around 9.10am. No one was injured in the incident.. Source: timesofindia.indiatimes.com
Governor Ron DeSantis has awarded 4.95 million to Palm Beach State College (PBSC) through the Florida Job Growth Grant Fund to launch the state's first structu... Source: quantumcomputingreport.com
More than a year after deadly wildfires swept through Los Angeles communities, California launched an investigation into claims of delays in issuing warnings to historically Black neighborhoods which could have increased the death toll. Source: www.rte.ie
Cybersecurity researchers have identified multiple coordinated cyber espionage campaigns targeting organizations connected to India’s defense sector and government ecosystem. These operations are designed to infiltrate both Windows and Linux systems using remote access trojans that allow attackers to steal Read more Source: www.itsecuritynews.info
The US sent around 6,000 terminals to Iran in an unprecedented, direct attempt to deliver internet freedom to regime-stifled protestors, according to officials cited by the outlet. Source: www.jpost.com
Sydney, Australia (SPX) Feb 13, 2026 - Stoke Space Technologies has expanded its previously announced Series D financing round to a total of 860 million dollars as it advances work on its fully and rapidly reusable Nova launch vehicle an Source: www.spacedaily.com
Los Angeles CA (SPX) Feb 13, 2026 - A major water system activation at the Thad Cochran Test Stand (B-2) has moved NASA Stennis Space Center a step closer to Green Run testing of the exploration upper stage for the Artemis IV mission. Source: www.spacedaily.com
Los Angeles CA (SPX) Feb 13, 2026 - Raytheon, an RTX business, has demonstrated the Coyote Block 3 Non-Kinetic system defeating multiple drone swarms during a recent U.S. Army exercise in the United States. The event highlighted the s Source: www.spacewar.com
Indian stock markets fell sharply on 13 February 2026 due to heavy IT selling, weak global cues and rising volatility. Sensex and Nifty fell around 1 percent, w... Source: www.freepressjournal.in
Blue Finch Films has closed a raft of international sales for horror-comedy 'Hold The Fort,' it was revealed at Berlin's European Film Market. Source: variety.com
HARRISBURG, Pa. (AP) As outrage spreads over energy-hungry data centers, politicians from President Donald Trump to local lawmakers have found rare bipartisan agreement over insisting that tech comp... Source: www.winnipegfreepress.com
Indian government bond yields saw early declines reversed as traders took profits after a rally, awaiting new auction supply. The benchmark 10-year yield edged higher, hovering around 6.67 . This comes as the government manages debt ahead of significant maturities, while retail inflation returned to the central bank's target band. Source: economictimes.indiatimes.com
Learning solution operators for systems with complex, varying geometries and parametric physical settings is a central challenge in scientific machine learning. In many-query regimes such as design optimization, control and inverse problems, surrogate modeling must generalize across geometries while allowing flexible evaluation at arbitrary spatial locations. In this work, we propose Arbitrary Geometry-encoded Transformer (ArGEnT), a geometry-aware attention-based architecture for operator learn Source: arxiv.org
While state-of-the-art language models (LMs) surpass the vast majority of humans in certain domains, their reasoning remains largely opaque, undermining trust in their output. Furthermore, while autoregressive LMs can output explicit reasoning, their true reasoning process is opaque, which introduces risks like deception and hallucination. In this work, we introduce the Prototype Transformer (ProtoT) -- an autoregressive LM architecture based on prototypes (parameter vectors), posed as an altern Source: arxiv.org
Bragg coherent diffraction imaging (BCDI) phase retrieval becomes rapidly difficult in the strong-phase regime, where a crystal contains distortions beyond half a lattice spacing. An important special case is the phase domain problem, where blocks of a crystal are displaced with sharp jumps at domain walls. The strong-phase, here defined as beyond pm /2 , generates split Bragg peaks and dense fringe structure for which classical iterative solvers often stagnate or return different solutions Source: arxiv.org
Urdu, as a low-resource language, lacks effective semantic content recommendation systems, particularly in the domain of personalized news retrieval. Existing approaches largely rely on lexical matching or language-agnostic techniques, which struggle to capture semantic intent and perform poorly under varying query lengths and information needs. This limitation results in reduced relevance and adaptability in Urdu content recommendation. We propose ULTRA (Urdu Language Transformer-based Recommen Source: arxiv.org
State-space models (SSMs) offer efficient sequence modeling but lag behind Transformers on benchmarks that require in-context retrieval. Prior work links this gap to a small set of attention heads, termed Gather-and-Aggregate (G&A), which SSMs struggle to reproduce. We propose *retrieval-aware distillation*, which converts a pretrained Transformer into a hybrid student by preserving only these retrieval-critical heads and distilling the rest into recurrent heads. We identify the essential heads Source: arxiv.org
Transformer hidden states encode information as high-dimensional vectors, yet whether direction (orientation in representational space) and magnitude (vector norm) serve distinct functional roles remains unclear. Studying Pythia-family models, we discover a striking cross-over dissociation: angular perturbations cause up to 42.9 more damage to language modeling loss, while magnitude perturbations cause disproportionately more damage to syntactic processing (20.4 vs.1.6 accuracy drop on subject Source: arxiv.org
Time series forecasting is crucial for the World Wide Web and represents a core technical challenge in ensuring the stable and efficient operation of modern web services, such as intelligent transportation and website throughput. However, we have found that existing methods typically employ a strategy of embedding each time step as an independent token. This paradigm introduces a fundamental information bottleneck when processing long sequences, the root cause of which is that independent token Source: arxiv.org
Muthoot Finance shares saw a significant drop despite a sharp rise in third-quarter earnings. The company reported nearly doubled net profit and a substantial increase in total income and assets under management. Analysts from Jefferies, CLSA, and Nuvama have maintained positive ratings, citing strong performance and growth prospects. Source: economictimes.indiatimes.com
Several wards of Georgetown and its coatland were swamped on Thursday after hours of heavy rainfall, leaving streets submerged and causing widespread disruption to homes, businesses, schools, and public services. Source: kaieteurnewsonline.com
The largest US electric utilities are ramping up spending on new power infrastructure to meet surging demand from data centers, with companies like American Electric Power and Exelon unveiling expanded investment plans on Thursday and fielding questions about rising power bills. Source: economictimes.indiatimes.com
Welcome to this week’s Mumbrellacast, where we are all very happy we don’t have to face Sarah Hanson-Young at the Senate estimates this week.Unfortunately for Nerida O Loughlin, the chair of media watchdog the Australian Communications and Media Authority, she wasn’t quite so lucky, and as we discuss she copped an absolute spray from [ ] Source: mumbrella.com.au
Expanding settlements, making plans to cut the Palestinians into separated areas, such as separating the north of the West Bank from the south Source: www.juancole.com
China exported over 200 billion in clean energy technologies to other countries in 2025, increasing their adoption around the world Source: www.juancole.com
This research confronts the challenge of substantial physical equation discrepancies encountered in the generation of spatiotemporal physical fields through data-driven trained models. A spatiotemporal physical field generation model, named HMT-PF, is developed based on the hybrid Mamba-Transformer architecture, incorporating unstructured grid information as input. A fine-tuning block, enhanced with physical information, is introduced to effectively reduce the physical equation discrepancies. Th Source: arxiv.org
We investigate the geometric structure of learning dynamics in overparameterized transformer models through carefully controlled modular arithmetic tasks. Our primary finding is that despite operating in high-dimensional parameter spaces ( d=128 ), transformer training trajectories rapidly collapse onto low-dimensional execution manifolds of dimension 3 -- 4 . This dimensional collapse is robust across random seeds and moderate task difficulties, though the orientation of the manifold in parame Source: arxiv.org
Automatically discovering personalized sequential events from large-scale time-series data is crucial for enabling precision medicine in clinical research, yet it remains a formidable challenge even for contemporary AI models. For example, while transformers capture rich associations, they are mostly agnostic to event timing and ordering, thereby bypassing potential causal reasoning. Intuitively, we need a method capable of evaluating the degree of alignment among patient-specific trajectori Source: arxiv.org
In the landscape of contemporary recommender systems, user-item interactions are inherently dynamic and sequential, often characterized by various behaviors. Prior research has explored the modeling of user preferences through sequential interactions and the user-item interaction graph, utilizing advanced techniques such as graph neural networks and transformer-based architectures. However, these methods typically fall short in simultaneously accounting for the dynamic nature of graph topologies Source: arxiv.org
Accurate simulation of turbulent flows is fundamental to scientific and engineering applications. Direct numerical simulation (DNS) offers the highest fidelity but is computationally prohibitive, while existing data-driven alternatives struggle with stable long-horizon rollouts, physical consistency, and faithful simulation of small-scale structures. These challenges are particularly acute in three-dimensional (3D) settings, where the cubic growth of spatial degrees of freedom dramatically ampli Source: arxiv.org
We propose a neural-network construction of Euclidean scalar quantum field theories from transformer attention heads, defining n -point correlators by averaging over random network parameters in the NN-QFT framework. For a single attention head, shared random softmax weights couple different width coordinates and induce non-Gaussian field statistics that persist in the infinite-width limit d_k to infty . We compute the two-point function in an attention-weight representation and show how Eucli Source: arxiv.org
At a ribbon cutting today (Feb 11), Plus Power announced it is now operating its Cross Town Energy Storage facility in Gorham, Maine. Cross Town is the largest of its kind on the ISO New England . . . Source: globalrenewablenews.com
Bharat Bandh today: Workers across India observed a day-long strike on Thursday, protesting government policies they describe as anti-worker and pro-corporate. The strike affected banking, insurance, postal and transport services in several states. Trade unions are demanding the scrapping of the four labour codes and the withdrawal of other proposed legislation. Farmers unions also joined the protests in various regions. The action aims to mobilise 30 crore workers as part of a nationwide genera Source: economictimes.indiatimes.com
A suspected transformer short circuit triggered the blaze at Siddhi Vinayak Hotel in Mathura’s Vrindavan area, prompting a large-scale rescue operation and raising fresh concerns over fire safety compliance. Source: thelogicalindian.com
The United States has voiced strong concerns regarding China's increasing influence over Peru's vital infrastructure. This comes after a Peruvian court ruling limited oversight of the Chinese-built Chancay port. Washington warns that such Chinese investments may compromise national sovereignty. Peru's government has declined to comment on the matter. Source: economictimes.indiatimes.com
The Insights IAS Secure Initiative for UPSC Mains Answer Writing practice enables you to practice daily answer writing, enhancing your skills Source: www.insightsonindia.com
Explore how energy autonomous smart homes of the future manage resources, technology, and sustainability to reshape modern living. Source: bitrebels.com
LIMA, Peru (AP) The Trump administration on Wednesday expressed concern that China was costing Peru its sovereignty in solidifying control over the South American nation’s critical infrastruct... Source: www.winnipegfreepress.com
Explore MongoDB's role in analytics and reporting. Learn data modeling, aggregation, indexing, and best practices for scalable, high-performance insights. Source: www.c-sharpcorner.com
Indian benchmark indices Sensex and Nifty traded lower on Thursday, impacted by a sharp selloff in IT stocks and investor caution following stronger-than-expected U.S. jobs data. This data dampened hopes of near-term Federal Reserve rate cuts, while domestic market support is expected from earnings growth in other sectors. Source: economictimes.indiatimes.com
'The real question is how best to leverage technology to deliver better services, all the way to the last mile, where we still haven't been able to get across the financial literacy that can enable us to unlock the potential of the entire country.' Source: www.rediff.com
Gurgaon: The city authorities have decided to introduce a structured monitoring system aimed at fixing accountability for civic issues on the ground. Source: timesofindia.indiatimes.com
Automobile retail sales rose nearly 18 per cent year-on-year to over 27 lakh units in January, led by continued post-GST momentum, healthy rural cash flows on the back of harvest and weddings, and sustained demand visibility across freight, dealer's body FADA said on Tuesday. Source: www.business-standard.com
A marine biologist says the worst case scenario if untreated sewage continues to be dumped in Wellington could be the die-off of the kelp forest ecosystem. Source: www.rnz.co.nz
Hyosung Heavy Industries has clinched its single largest power equipment contract in the United States under the bold leadership of Hyosung Group C... Source: www.koreatimes.co.kr
Fracking exploration wells are likely to proceed in the Kimberley. Given how much more we know about the risks of fracking, this seems dangerous. Source: theconversation.com
Auto dealers express optimism for growth in the next three months, driven by strong retail sales and supportive macro conditions. Source: www.thehindubusinessline.com
This paper proposes a hybrid beamforming framework for massive multiple-input multiple-output (MIMO) in near-space airship-borne communications. To achieve high energy efficiency (EE) in energy-constraint airships, a dynamic subarray structure is introduced, where each radio frequency chain (RFC) is connected to a disjoint subset of the antennas according to channel state information (CSI). The proposed joint dynamic hybrid beamforming network (DyHBFNet) comprises three key components: 1) An ana Source: arxiv.org
Intracranial hemorrhage (ICH) is a critical medical emergency caused by the rupture of cerebral blood vessels, leading to internal bleeding within the skull. Accurate and timely classification of hemorrhage subtypes is essential for effective clinical decision-making. To address this challenge, we propose an advanced pyramid vision transformer (PVT)-based model, leveraging its hierarchical attention mechanisms to capture both local and global spatial dependencies in brain CT scans. Instead of pr Source: arxiv.org
Accurate identification of cat breeds from images is a challenging task due to subtle differences in fur patterns, facial structure, and color. In this paper, we present a deep learning-based approach for classifying cat breeds using a subset of the Oxford-IIIT Pet Dataset, which contains high-resolution images of various domestic breeds. We employed the Global Context Vision Transformer (GCViT) architecture-tiny for cat breed recognition. To improve model generalization, we used extensive data Source: arxiv.org
The widespread deployment of cloud-hosted generative models raises a fundamental challenge: enabling efficient autoregressive generation while preserving the privacy of both user prompts and model parameters in untrusted environments. We address this challenge in a client-server setting where an untrusted server hosts an autoregressive Transformer and the client requires cryptographic protection for both inputs and inference. We present CryptoGen, the first system to enable scalable privacy-pres Source: arxiv.org
Recent advances in game AI have demonstrated the feasibility of training agents that surpass top-tier human professionals in complex environments such as Honor of Kings (HoK), a leading mobile multiplayer online battle arena (MOBA) game. However, deploying such powerful agents on mobile devices remains a major challenge. On one hand, the intricate multi-modal state representation and hierarchical action space of HoK demand large, sophisticated policy networks that are inherently difficult to com Source: arxiv.org
Incorporating symmetry priors as inductive biases to design equivariant Vision Transformers (ViTs) has emerged as a promising avenue for enhancing their performance. However, existing equivariant ViTs often struggle to balance performance with equivariance, primarily due to the challenge of achieving holistic equivariant modifications across the diverse modules in ViTs-particularly in harmonizing the Self-Attention mechanism with Patch Embedding. To address this, we propose a straightforward fra Source: arxiv.org
Wildfires are becoming increasingly frequent, with potentially devastating consequences, including loss of life, infrastructure destruction, and severe environmental damage. Low Earth orbit satellites equipped with onboard sensors can capture critical imagery of active wildfires and enable real-time detection through machine learning algorithms applied to the acquired data. This paper presents a framework that automates the complete wildfire detection and scheduling pipeline, integrating three k Source: arxiv.org
The study of eye movements, particularly saccades and fixations, are fundamental to understanding the mechanisms of human cognition and perception. Accurate classification of these movements requires sensing technologies capable of capturing rapid dynamics without distortion. Event cameras, also known as Dynamic Vision Sensors (DVS), provide asynchronous recordings of changes in light intensity, thereby eliminating motion blur inherent in conventional frame-based cameras and offering superior te Source: arxiv.org
Rapid building damage assessment is critical for post-disaster response. Damage classification models built on satellite imagery provide a scalable means of obtaining situational awareness. However, label noise and severe class imbalance in satellite data create major challenges. The xBD dataset offers a standardized benchmark for building-level damage across diverse geographic regions. In this study, we evaluate Vision Transformer (ViT) model performance on the xBD dataset, specifically investi Source: arxiv.org
Current biological AI models lack interpretability -- their internal representations do not correspond to biological relationships that researchers can examine. Here we present CDT-II, an AI microscope whose attention maps are directly interpretable as regulatory structure. By mirroring the central dogma in its architecture, each attention mechanism corresponds to a specific biological relationship: DNA self-attention for genomic relationships, RNA self-attention for gene co-regulation, Source: arxiv.org
Match-and-copy is a core retrieval primitive used at inference time by large language models to retrieve a matching token from the context then copy its successor. Yet, understanding how this behavior emerges on natural data is challenging because retrieval and memorization are entangled. To disentangle the two, we introduce Gaussian Match-and-Copy (GMC), a minimalist benchmark that isolates long-range retrieval through pure second-order correlation signals. Numerical investigations show that th Source: arxiv.org
Multivariate time series (MTS) anomaly diagnosis, which encompasses both anomaly detection and localization, is critical for the safety and reliability of complex, large-scale real-world systems. The vast majority of existing anomaly diagnosis methods offer limited theoretical insights, especially for anomaly localization, which is a vital but largely unexplored area. The aim of this contribution is to study the learning process of a Transformer when applied to MTS by revealing connections to st Source: arxiv.org
Municipal meeting minutes are official documents of local governance, exhibiting heterogeneous formats and writing styles. Effective information retrieval (IR) requires identifying metadata such as meeting number, date, location, participants, and start/end times, elements that are rarely standardized or easy to extract automatically. Existing named entity recognition (NER) models are ill-suited to this task, as they are not adapted to such domain-specific categories. In this paper, we propose a Source: arxiv.org
Dexterous manipulation remains one of the most challenging problems in robotics, requiring coherent control of high-DoF hands and arms under complex, contact-rich dynamics. A major barrier is embodiment variability: different dexterous hands exhibit distinct kinematics and dynamics, forcing prior methods to train separate policies or rely on shared action spaces with per-embodiment decoder heads. We present DexFormer, an end-to-end, dynamics-aware cross-embodiment policy built on a modified tran Source: arxiv.org
In this paper, we focus on motion discrete tokenization, which converts raw motion into compact discrete tokens--a process proven crucial for efficient motion generation. In this paradigm, increasing the number of tokens is a common approach to improving motion reconstruction quality, but more tokens make it more difficult for generative models to learn. To maintain high reconstruction quality while reducing generation complexity, we propose leveraging language to achieve efficient motion tokeni Source: arxiv.org
Understanding simplicity biases in deep learning offers a promising path toward developing reliable AI. A common metric for this, inspired by Boolean function analysis, is average sensitivity, which captures a model's robustness to single-token perturbations. We argue that average sensitivity has two key limitations: it lacks a natural generalization to real-valued domains and fails to explain the junta-like input dependence we empirically observe in modern LLMs. To address these limitations, Source: arxiv.org
Modern deep neural network (DNN) applications integrate multiple DNN models into inference pipelines with stringent latency requirements for customized tasks. To mitigate extensive request timeouts caused by accumulation, systems for inference pipelines commonly drop a subset of requests so the remaining ones can satisfy latency constraints. Since it is commonly believed that request dropping adversely affects goodput, existing systems only drop requests when they have to, which we call reactive Source: arxiv.org
Recent works have indicated redundancy across transformer blocks, prompting the research of depth compression to prune less crucial blocks. However, current ways of entire-block pruning suffer from risks of discarding meaningful cues learned in those blocks, leading to substantial performance degradation. As another line of model compression, channel pruning can better preserve performance, while it cannot reduce model depth and is challenged by inconsistent pruning ratios for individual layers. Source: arxiv.org
Apple is set to kick off 2026 with a packed launch cycle, bringing a more powerful iPhone 17e, refreshed iPads, and new Macs aimed at both budget buyers and businesses. Here is everything we know so far. Source: www.indiatoday.in
We present an automated pipeline for operational short-term forecasting of coronal mass ejection (CME) magnetic field structure at L1, coupling arrival time prediction, in situ detection, and iterative flux rope reconstruction, following near-real-time remote-sensing CME identification. The system is triggered by new entries in the CCMC DONKI database and first applies the drag-based ELEvo model to determine whether an Earth impact is expected and estimate arrival time. This estimate defines a t Source: arxiv.org
The recent surge in Time Series Foundation Models has rapidly advanced the field, yet the heterogeneous training setups across studies make it difficult to attribute improvements to architectural innovations versus data engineering. In this work, we investigate the potential of a standard patch Transformer, demonstrating that this generic architecture achieves state-of-the-art zero-shot forecasting performance using a straightforward training protocol. We conduct a comprehensive ablation study t Source: arxiv.org
We introduce a Transformer-based Reinforcement Learning framework for autonomous orbital collision avoidance that explicitly models the effects of partial observability and imperfect monitoring in space operations. The framework combines a configurable encounter simulator, a distance-dependent observation model, and a sequential state estimator to represent uncertainty in relative motion. A central contribution of this work is the use of transformer-based Partially Observable Markov Decision Pro Source: arxiv.org
Electroencephalography (EEG)-based emotion recognition plays a critical role in affective computing and emerging decision-support systems, yet remains challenging due to high-dimensional, noisy, and subject-dependent signals. This study investigates whether hybrid deep learning architectures that integrate convolutional, recurrent, and attention-based components can improve emotion classification performance and robustness in EEG data. We propose an enhanced hybrid model that combines convolutio Source: arxiv.org
Reliable short-term demand forecasting is essential for managing shared micro-mobility services and ensuring responsive, user-centered operations. This study introduces T-STAR (Two-stage Spatial and Temporal Adaptive contextual Representation), a novel transformer-based probabilistic framework designed to forecast station-level bike-sharing demand at a 15-minute resolution. T-STAR addresses key challenges in high-resolution forecasting by disentangling consistent demand patterns from short-term Source: arxiv.org
LiDAR-based 3D object detectors often struggle to detect far-field objects due to the sparsity of point clouds at long ranges, which limits the availability of reliable geometric cues. To address this, prior approaches augment LiDAR data with depth-completed virtual points derived from RGB images; however, directly incorporating all virtual points leads to increased computational cost and introduces challenges in effectively fusing real and virtual information. We present Point Virtual Transform Source: arxiv.org
Dense Transformer language models have largely adhered to one consistent architectural shape: each layer consists of an attention module followed by a feed-forward network (FFN) with a narrow-wide-narrow MLP, allocating most parameters to the MLP at expansion ratios between 2 and 4. Motivated by recent results that residual wide-narrow-wide (hourglass) MLPs offer superior function approximation capabilities, we revisit the long-standing MLP shape convention in Transformer, challenging the necess Source: arxiv.org
The smoothness of the transformer architecture has been extensively studied in the context of generalization, training stability, and adversarial robustness. However, its role in transfer learning remains poorly understood. In this paper, we analyze the ability of vision transformer components to adapt their outputs to changes in inputs, or, in other words, their plasticity. Defined as an average rate of change, it captures the sensitivity to input perturbation; in particular, a high plasticity Source: arxiv.org
Chemical exchange saturation transfer (CEST) MRI is a non-invasive imaging modality for detecting metabolites. It offers higher resolution and sensitivity compared to conventional magnetic resonance spectroscopy (MRS). However, quantification of CEST data is challenging because the measured signal results from a complex interplay of many physiological variables. Here, we introduce a transformer-based neural network to fit parameters such as metabolite concentrations, exchange and relaxation rate Source: arxiv.org
Exowatt, a next-generation renewable energy company, today (Feb 5) announced four strategic executive appointments that underscore the company's commitment to delivering dispatchable energy. . . Source: globalrenewablenews.com
Kabuki syndrome (KS) and Wiedemann-Steiner syndrome (WSS) are rare but distinct developmental disorders that share overlapping clinical features, including neurodevelopmental delay, growth restriction, and persistent fetal fingertip pads. While genetic testing remains the diagnostic gold standard, many individuals with KS or WSS remain undiagnosed due to barriers in access to both genetic testing and expertise. Dermatoglyphic anomalies, despite being established hallmarks of several genetic synd Source: arxiv.org
Inspired by the success of Transformer-based models in natural language processing, this paper investigates their potential as foundation models for network traffic analysis. We propose a unified pre-training and fine-tuning pipeline for traffic foundation models. Through fine-tuning, we demonstrate the generalizability of the traffic foundation models in various downstream tasks, including traffic classification, traffic characteristic prediction, and traffic generation. We also compare against Source: arxiv.org
While Large Language Models and their underlying Transformer architecture are remarkably efficient, they do not reflect how our brain processes and learns a diversity of cognitive tasks such as language, nor how it leverages working memory. Furthermore, Transformers encounters a computational limitation: quadratic complexity growth with sequence length. Motivated by these limitations, we aim to design architectures that leverage efficient working memory dynamics to overcome standard computationa Source: arxiv.org
The Puerto Rican artist’s Super Bowl performance was a reclamation and a reminder that, after more than 500 years of colonization, seguimos aqu . Source: www.thecut.com
The deal would increase wages by only 15 percent over four years, while leaving intact forced overtime regimes, limited sick leave and longstanding staffing and safety issues. Source: www.wsws.org
India's flexible office market is set for significant growth, reaching 100 million sq ft by year-end. Listed operators are expected to lead this expansion, contributing nearly half of the market share. Companies like Smartworks, Awfis, WeWork, and Indiqube are expanding their portfolios. Future IPOs will further boost the presence of listed players. Source: economictimes.indiatimes.com
The lawsuit is an implicit threat that the stream of money the union apparatus receives through the Labor-Management Partnership may be turned off if it cannot get its membership back in line. Source: www.wsws.org
Singapore's four major telecom operators Singtel, StarHub, M1, and Simba are under threat from cyber espionage group UNC3886.The foreign actor targeted the telecommunications sector in 2025 but did not succeed in stealing any personal or sensitive customer data, said the Cyber Security Agency of Singapore (CSA) and the Infocomm Media Development Authority (IMDA) in a statement on Monday... Source: www.asiaone.com
The attackers gained access to a few critical systems of Singtel, M1, Starhub and Simba, but no sensitive customer data was lost. Source: www.channelnewsasia.com
The Sick Man of Asia label overlooks how rice fields guarantee stability, the factories that keep humming, and the families and communities that step in. Source: becomeabetterinvestor.net
The Insights IAS Secure Initiative for UPSC Mains Answer Writing practice enables you to practice daily answer writing, enhancing your skills Source: www.insightsonindia.com
Asia In Brief: PLUS: China broadens cryptocurrency crackdown; Australian facial recognition privacy revisited; Singapore debuts electric VTOL; and more! Source: www.theregister.com
Indian Oil, Bharat Petroleum and Reliance Industries are not accepting offers from traders for Russian oil loading in March and April, said a trader who approac... Source: www.business-standard.com
KYIV, Ukraine (AP) It is pre-dawn in the historic Podil district of the Ukraine capital, Kyiv, and warm light from the Spelta bakery-bistro’s window pierces the darkness outside. On a wooden surface... Source: www.winnipegfreepress.com
Indian refiners are halting purchases of Russian oil for April. This move could help India finalize a trade deal with the United States. Major refiners are not accepting offers for Russian crude. This shift aligns with a commitment to stop importing Russian oil. India is diversifying its energy sources. This strategy ensures energy security for the nation. Source: economictimes.indiatimes.com
Cricket News: India arrived at the U-19 World Cup with the spotlight on Vaibhav Sooryavanshi. His epic 175 in the final dazzled, but the title was forged by range, . Source: timesofindia.indiatimes.com
![[2603.03503] Geographically-Weighted Weakly Supervised Bayesian High-Resolution Transformer for 200m Resolution Pan-Arctic Sea Ice Concentration Mapping and Uncertainty Estimation using Sentinel-1, RC](https://arxiv.orgstatic/browse/0.3.4/images/arxiv-logo-fb.png){kind=logo}
.webp)
