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
Topic: Challenges to internal security through communication networks, Q5. Analyse the risks posed by AI-driven cyber threats to the global monetary system. Examine measures required to strengthen resilience. (10 M) Difficulty Level: Medium Reference: TH Why the question To evaluate understanding of emerging technological risks to financial systems and assess preparedness of global monetary governance in Continue reading Analyse the risks posed by AI-driven cyber threats to the global mone Source: www.insightsonindia.com
Forlinx Embedded has officially launched the FAI-ARA240-M, an M.2-based AI accelerator built around the NXP Ara240 processor. The module provides a discrete NPU... Source: linuxgizmos.com
We describe a zero-shot pipeline developed for the ACCIDENT @ CVPR 2026 challenge. The challenge requires predicting when, where, and what type of traffic accident occurs in surveillance video, without labeled real-world training data. Our method separates the problem into three independent modules. The first module localizes the collision in time by running peak detection on z-score normalized frame-difference signals. The second module finds the impact location by computing the weighted centro Source: arxiv.org
We investigate how looped transformers encode human preference in their internal iteration states. Using Ouro-2.6B-Thinking, a 2.6B-parameter looped transformer with iterative refinement, we extract hidden states from each loop iteration and train lightweight evaluator heads ( 5M parameters) to predict human preference on the Anthropic HH-RLHF dataset. Our pairwise evaluator achieves 95.2 test accuracy on 8,552 unseen examples, surpassing a full-batch L-BFGS probe (84.5 ) while the base model r Source: arxiv.org
Detecting unseen anomalies in unstructured environments presents a critical challenge for industrial and agricultural applications such as material recycling and weeding. Existing perception systems frequently fail to satisfy the strict operational requirements of these domains, specifically real-time processing, pixel-level segmentation precision, and robust accuracy, due to their reliance on exhaustively annotated datasets. To address these limitations, we propose a weakly supervised pipeline Source: arxiv.org
The increasing use of LLM-based agents to support decision-making and control across diverse domains motivates the need for systematic deconfliction of their proposed actions. We present a deconfliction framework for coordinating multiple agents that formally encapsulate individual applications, each proposing potentially conflicting actions over shared resources. Conflicts are resolved through three deconfliction modes: bilateral negotiation, structured mediation, and procedural (deterministic) Source: arxiv.org
3D Gaussian Splatting (3DGS) has recently unlocked real-time, high-fidelity novel view synthesis by representing scenes using explicit 3D primitives. However, traditional methods often require millions of Gaussians to capture complex scenes, leading to significant memory and storage demands. Recent approaches have addressed this issue through pruning and per-scene fine-tuning of Gaussian parameters, thereby reducing the model size while maintaining visual quality. These strategies typically rely Source: arxiv.org
Transformers and large language models (LLMs) have seen rapid adoption in all domains. Their sizes have exploded to hundreds of billions of parameters and keep increasing. Under these circumstances, the training of transformers is very expensive and often hits a ``memory wall'', i.e., even when using 3D parallelism (pipeline, tensor, data) and aggregating the memory of many GPUs, it is still not enough to hold the necessary data structures (model parameters, optimizer state, gradients, activatio Source: arxiv.org
We study whether in-domain pretraining of Bidirectional Encoder Representations from Transformer (BERT) model improves subdomain-level detection of exfiltration at low false positive rates. While previous work mostly examines fine-tuned generic Transformers, it does not aim to isolate the effect of pretraining on the downstream task of classification. To address this gap, we develop a controlled pipeline where we freeze operating points on validation and transfer them to the test set, thus enabl Source: arxiv.org
textbf{VeriTrans} is a reliability-first ML system that compiles natural-language requirements into solver-ready logic with validator-gated reliability. The pipeline integrates an instruction-tuned NL ! to ! PL translator, round-trip reconstruction (PL ! to ! NL) used as a high-precision acceptance gate, and canonical PL ! to ! CNF compilation, all executed via fixed API configuration (temperature =0 ; fine-tuning runs use seed =42 ) and per-item artifact logging (prompts, outputs, hashes) t Source: arxiv.org
Recent bilinear feed-forward replacements for vision transformers can substantially improve accuracy, but they often conflate two effects: stronger second-order interactions and increased redundancy relative to the main branch. We study a complementary design principle in which auxiliary quadratic features contribute only information not already captured by the dominant hidden representation. To this end, we propose Orthogonal Quadratic Complements (OQC), which construct a low-rank quadratic aux Source: arxiv.org
LLMs offer new creative possibilities for writers but also raise concerns about authenticity and reader trust, particularly when AI involvement is disclosed. Prior research has largely framed this as an issue of transparency and provenance, emphasizing the disclosure of human-AI interaction traces that account for how much the AI wrote and what the human did. Yet such audit-oriented disclosures may risk reducing creative collaboration to quantification and surveillance. In this position paper, w Source: arxiv.org
Retrieving procedure-oriented evidence from materials science papers is difficult because key synthesis details are often scattered across long, context-heavy documents and are not well captured by paragraph-only dense retrieval. We present RECIPER, a dual-view retrieval pipeline that indexes both paragraph-level context and compact large language model-extracted procedural summaries, then combines the two candidate streams with lightweight lexical reranking. Across four dense retrieval backbone Source: arxiv.org
Ensuring power grid resilience requires the timely and unsupervised detection of anomalies in synchrophasor data streams. We introduce T-BiGAN, a novel framework that integrates window-attention Transformers within a bidirectional Generative Adversarial Network (BiGAN) to address this challenge. Its self-attention encoder-decoder architecture captures complex spatio-temporal dependencies across the grid, while a joint discriminator enforces cycle consistency to align the learned latent space wit Source: arxiv.org
Transformer inference in machine-learning-as-a-service (MLaaS) raises privacy concerns for sensitive user inputs. Prior secure solutions that combine fully homomorphic encryption (FHE) and secure multiparty computation (MPC) are bottlenecked by inefficient FHE kernels, communication-heavy MPC protocols, and expensive FHE-MPC conversions. We present EncFormer, a two-party private Transformer inference framework that introduces Stage Compatible Patterns so that FHE kernels compose efficiently, red Source: arxiv.org
This paper presents an empirical study of a multi-model zero-shot pipeline for knowledge graph construction and exploitation, executed entirely through local inference on consumer-grade hardware. We propose a reproducible evaluation framework integrating two external benchmarks (DocRED, HotpotQA), WebQuestionsSP-style synthetic data, and the RAGAS evaluation framework in an automated pipeline. On 500 document-level relations, our system achieves an F1 of 0.70 pm 0.041 in zero-shot, compared t Source: arxiv.org
Student engagement is crucial for improving learning outcomes in group activities. Highly engaged students perform better both individually and contribute to overall group success. However, most existing automated engagement recognition methods are designed for online classrooms or estimate engagement at the individual level. Addressing this gap, we propose DualEngage, a novel two-stream framework for group-level engagement recognition from in-classroom videos. It models engagement as a joint fu Source: arxiv.org
Transformers achieve state-of-the-art performance in natural language processing, vision, and scientific computing, but demand high computation and memory. To address these challenges, we present ASTRA, the first silicon-photonic accelerator leveraging stochastic computing for transformers. ASTRA employs novel optical stochastic multipliers and unary/analog homodyne accumulation in a crosstalk-minimal organization to efficiently process dynamic tensor computations. Evaluations show at least 7.6x Source: arxiv.org
This paper introduces an LLM agent that automates power grid static analysis by converting natural language into MATPOWER scripts. The framework utilizes DeepSeek-OCR to build an enhanced vector database from MATPOWER manuals. To ensure reliability, it devises a three-tier error-correction system: a static pre-check, a dynamic feedback loop, and a semantic validator. Operating via the Model Context Protocol, the tool enables asynchronous execution and automatically debugging in MATLAB. Experimen Source: arxiv.org
In Document Understanding, the challenge of reconstructing damaged, occluded, or incomplete text remains a critical yet unexplored problem. Subsequent document understanding tasks can benefit from a document reconstruction process. In response, this paper presents a novel unified pipeline combining state-of-the-art Optical Character Recognition (OCR), advanced image analysis, masked language modeling, and diffusion-based models to restore and reconstruct text while preserving visual integrity. W Source: arxiv.org
Precise medical image segmentation is fundamental for enabling computer aided diagnosis and effective treatment planning. Traditional models that rely solely on visual features often struggle when confronted with ambiguous or low contrast patterns. To overcome these limitations, we introduce SwinTextUNet, a multimodal segmentation framework that incorporates Contrastive Language Image Pretraining (CLIP), derived textual embeddings into a Swin Transformer UNet backbone. By integrating cross atten Source: arxiv.org
Editorial Kaieteur News Secrets should be embedded in Guyana’s national pledge and Coat-of-Arms. Secrets now form such a vast part of the PPPC Govern... Source: kaieteurnewsonline.com
ADX Energy mobilises HOCH-1 shallow gas well in Austria; spud Apr 16, 2026; first of three 2026 wells; 8.0 BCF mean resources; near-term catalyst. Source: smallcaps.com.au
Kaieteur News The Guyana Water Inc. (GWI) is preparing to spend approximately 130 million to drill two new potable water wells and execute other rehabilita... Source: kaieteurnewsonline.com
WAHOO, NE (AP) Strong winds whipped around Doug Bartek, a fifth-generation farmer, as he headed into a grain bin to shovel soybeans onto a conveyor chute. The 60-year-old was anxious at the onset of... Source: www.winnipegfreepress.com
The security architecture that was supposed to protect the flow of energy to Asia has become the source of its interruption. Source: www.lowyinstitute.org
We introduce a novel learning framework for accelerated Monte Carlo (MC) dose calculation termed Energy-Shifting. This approach leverages deep learning to synthesize 6 MV TrueBeam Linear Accelerator (LINAC) dose distributions directly from monoenergetic inputs under identical beam configurations. Unlike conventional denoising techniques, which rely on noisy low-count dose maps that compromise beam profile integrity, our method achieves superior cross-domain generalization on unseen datasets by i Source: arxiv.org
Graph neural networks (GNNs) have been widely adopted in engineering applications such as social network analysis, chemical research and computer vision. However, their efficacy is severely compromised by the inherent homophily assumption, which fails to hold for heterophilic graphs where dissimilar nodes are frequently connected. To address this fundamental limitation in graph learning, we first draw inspiration from the recently discovered monophily property of real-world graphs, and propose N Source: arxiv.org
The Annual Energy Outlook 2026 (AEO2026) explores medium- and long-term alternative futures in the United States through 2050. AEO2026 enables the public to explore a suite of alternative pathways for. . . Source: globalrenewablenews.com
Accurate segmentation of surgical instruments in robotic-assisted surgery is critical for enabling context-aware computer-assisted interventions, such as tool tracking, workflow analysis, and autonomous decision-making. In this study, we benchmark five deep learning architectures-UNet, UNet, DeepLabV3, Attention UNet, and SegFormer on the SAR-RARP50 dataset for multi-class semantic segmentation of surgical instruments in real-world radical prostatectomy videos. The models are trained with a comp Source: arxiv.org
To ensure safe clinical integration, deep learning models must provide more than just high accuracy; they require dependable uncertainty quantification. While current Medical Vision Transformers perform well, they frequently struggle with overconfident predictions and a lack of transparency, issues that are magnified by the noisy and imbalanced nature of clinical data. To address this, we enhanced the modified Medical Transformer (MedFormer) that incorporates prototype-based learning and uncerta Source: arxiv.org
Geometric Foundation Models (GFMs) have recently advanced monocular SLAM by providing robust, calibration-free 3D priors. However, deploying these models on dense video streams introduces significant computational redundancy. Current GFM-based SLAM systems typically rely on post hoc keyframe selection. Because of this, they must perform expensive dense geometric decoding simply to determine whether a frame contains novel geometry, resulting in late rejection and wasted computation. To mitigate t Source: arxiv.org
Vallourec, a world leader in premium tubular solutions for the energy industry, and Fervo Energy, the global pioneer of next-generation geothermal energy, today announced a five-year supply agreement . . . Source: globalrenewablenews.com
The Hierarchical Kernel Transformer (HKT) is a multi-scale attention mechanism that processes sequences at L resolution levels via trainable causal downsampling, combining level-specific score matrices through learned convex weights. The total computational cost is bounded by 4/3 times that of standard attention, reaching 1.3125x for L = 3. Four theoretical results are established. (i) The hierarchical score matrix defines a positive semidefinite kernel under a sufficient condition on the symmet Source: arxiv.org
Labelling tissue components in histology whole slide images (WSIs) is prohibitively labour-intensive: a single slide may contain tens of thousands of structures--cells, nuclei, and other morphologically distinct objects--each requiring manual boundary delineation and classification. We present a cloudnative, end-to-end pipeline that automates this process through a cluster-first paradigm. Our system tiles WSIs, filters out tiles deemed unlikely to contain valuable information, segments tissue co Source: arxiv.org
In this study, we proposed a deep Swin-Vision Transformer-based transfer learning architecture for robust multi-cancer histopathological image classification. The proposed framework integrates a hierarchical Swin Transformer with ResNet50-based convolution features extraction, enabling the model to capture both long-range contextual dependencies and fine-grained local morphological patterns within histopathological images. To validate the efficiency of the proposed architecture, an extensive exp Source: arxiv.org
Reconstructing dynamic 4D scenes is an important yet challenging task. While 3D foundation models like VGGT excel in static settings, they often struggle with dynamic sequences where motion causes significant geometric ambiguity. To address this, we present a framework designed to disentangle dynamic and static components by modeling uncertainty across different stages of the reconstruction process. Our approach introduces three synergistic mechanisms: (1) Entropy-Guided Subspace Projection, whi Source: arxiv.org
Large Language Models (LLMs) have achieved remarkable success through imitation learning on vast text corpora, but this paradigm creates a training-generation gap and limits robust reasoning. Reinforcement learning (RL) offers a more data-efficient solution capable of bridging this gap, yet its application has been constrained by a critical data bottleneck: existing RL datasets are orders of magnitude smaller and less diverse than web-scale pre-training corpora. To address this, we introduce the Source: arxiv.org
Turboden America LLC, subsidiary of the technology provider for power generation and heat electrification Turboden S.p.A. (a Mitsubishi Heavy Industries Group company), today (April 7) announced a . . . Source: globalrenewablenews.com
International technology group ANDRITZ has secured a significant order from CB Elektrik retim Sanayi ve Ticaret A.S., a subsidiary of CABA Group, to supply the entire electromechanical equipme. . . Source: globalrenewablenews.com
Spiking Neural Networks (SNNs) offer superior energy efficiency over Artificial Neural Networks (ANNs). However, they encounter significant deficiencies in training and inference metrics when applied to Spiking Vision Transformers (S-ViTs). Existing paradigms including ANN-SNN Conversion and Spatial-Temporal Backpropagation (STBP) suffer from inherent limitations, precluding concurrent optimization of memory, accuracy and energy consumption. To address these issues, we propose Ge text{2} mS-T, Source: arxiv.org
Microsoft is set to significantly bolster Windows 11 security by mandating that all hardware drivers meet the Windows Hardware Compatibility Program (WHCP) stan... Source: www.bangkokpost.com
An open letter calls on all political parties to back the agreement, after New Zealand First withheld support over immigration concerns and Labour is still to decide. Source: www.rnz.co.nz
**media[1010176]**From VoiceAgent to WiseNote to the 'Home for Silicon-Based Employees,' Bairong is showcasing not just individual AI features, but a comprehensive, enterprise-grade practice that truly integrates AI into roles, processes, and management systems. Following its previous inclusions in Harvard Business School case studies, Bairong is now entering global frontier discussions with innovative solutions such as 'AI employees' and 'Silicon-Carbon Co-Governance.' Source: www.manilatimes.net
Surging fuel costs from the Iran war are driving a rapid increase in global inflation and a significant drop in consumer confidence. Source: economictimes.indiatimes.com
Why N3.3trn won’t give you power supply Experts Cite failed promises, disagreement over size of debt By Nnamdi Ojiego and Ediri Ejoh Two weeks after Minister of Power, Mr Adebayo Adelabu, assured citizens of imminent relief from persistent outages, a cross-country check suggests that for many households and businesses, the reality has barely changed. This came as [ ] Source: www.vanguardngr.com
GJOA HAVEN Canada’s emergency management minister says she has approved a request from the Nunavut government to urgently deploy the Canadian Rangers to the Hamlet of Gjoa Haven to help distribute drinking water amid icy cold conditions. A statement from Eleanor Olszewski says the Canadian Army Reserve members will also assist with logistical support [ ] Source: vancouver.citynews.ca
GJOA HAVEN Canada’s emergency management minister says she has approved a request from the Nunavut government to urgently deploy the Canadian Rangers to the Hamlet of Gjoa Haven to help... Source: www.winnipegfreepress.com
MANILA, Philippines Some areas in Metro Manila, Batangas, Bulacan, Laguna, and Quezon will have power interruptions this week because of maintenance works, Meralco said on Sunday. Source: www.manilatimes.net
Turnstile hit the stage at Coachella alst night in Indio, CA for the first of their two sets at this year's festival.The performance marked the band's first show since a March 29th incident in which former guitarist... Source: lambgoat.com
Pune: The long-delayed Sadhu Vaswani bridge will not open before the monsoon, much to the frustration of thousands of daily commuters, despite pressur. Source: timesofindia.indiatimes.com
Energy Minister Akanat Promphan warns the government will take tough action against oil hoarding, adding he has never bowed to business interests and that anyon... Source: www.bangkokpost.com
Nagpur: Domestic supply of Piped Natural Gas (PNG) officially commenced in Nagpur district from Friday. The gas reached eight houses in Kavya Enclave . Source: timesofindia.indiatimes.com
VRT rides on AI data center demand, posts 26 organic growth and 10.2B sales, expands Americas capacity, eyes 28 growth in 2026 despite competition. Source: qz.com
SLNO shares surge as Neurocrine inks 2.9B cash deal to acquire it at 53 a share, adding Vykat XR and expanding its rare disease and endocrinology portfolio. Source: qz.com
WELL stock surges 20.5 in six months, fueled by strong seniors housing demand, capital recycling and solid liquidity. Can the rally continue? Source: qz.com
Brown & Brown's acquisition-driven growth lifts revenues 22.8 to 5.9B, fueled by 43 acquisitions and a 9.83B Accession buy, but integration costs weigh on ma Source: qz.com
Bitcoin transactions could be resistant to quantum attacks without changing the network’s core rules, a new proposal contends... Source: www.zerohedge.com
Mind the gap: Under US pressure, India has gradually distanced itself from Iran. But it should go back to its traditional role as a bridge between rival blocs Isolating its adversaries has always been a preferred... Source: timesofindia.indiatimes.com
NASA's Orion capsule splashed down at 8:07 p.m. ET on Friday (00:07 GMT Saturday) in the Pacific Ocean off the coast of San Diego, California, completing the Ar... Source: en.mercopress.com
Elevate your workflow with the MAR-Low Poly Wheel Loader asset from MAR_0237. Find this & other Vehicles options on the Unity Asset Store. Source: assetstore.unity.com
The mission unfolded in the shadow of the Trump administration's war against Iran and his genocidal threat that a whole civilization will die tonight. Source: www.wsws.org
If there is one issue that should naturally belong to the People’s Party, it is the politics of institutional reform especially when that reform touches o... Source: www.bangkokpost.com
Nagpur: Maharashtra will witness a record turnout in the state-level engineering entrance examination with over 4.79 lakh students slated to appear fo. Source: timesofindia.indiatimes.com
After a fiery trip through Earth’s atmosphere that lasted nearly 15 minutes, the crew's Orion spacecraft splashed down in the Pacific Ocean just after 8 p.m. ET on Friday. Source: www.nbcnews.com
Science News: The Artemis II crew has safely returned to Earth after a nearly 10-day mission around the Moon, splashing down in the Pacific Ocean off the coast of S. Source: timesofindia.indiatimes.com
Kamal Bali Volvo: Kamal Bali, President of Volvo Group India, discusses the potential impact of the ongoing West Asia conflict on the Indian automotive industry, emphasizing concerns over supply chain disruptions. Source: auto.economictimes.indiatimes.com
HOUSTON - Artemis II's astronauts returned from the moon with a dramatic splashdown in the Pacific on Friday (April 10) to close out humanity's first lunar voyage in more than a half-century.It was a triumphant homecoming for the crew of four whose record-breaking lunar flyby revealed not only swaths of the moon's far side - never seen before by human... Source: www.asiaone.com
The World Bank's baseline estimate now projects growth in emerging markets and developing economies of 3.65 per cent in 2026, compared to 4 per cent in October, dropping as low as 2.6 per cent in an adverse scenario with a longer-lasting war. Source: www.indiatoday.in
Stephen Clark at Ars: Slamming into the atmosphere at more than 30 times the speed of sound, NASA’s Orion spacecraft blazed a trail over the Pacific Ocean on ... Source: 512pixels.net
SAN DIEGO, United States The NASA spacecraft carrying four astronauts splashed down as planned Friday off the California coast, capping the US space agency's successful crewed test mission around the Moon, the first such flyby in more than 50 years. Source: www.manilatimes.net
The Artemis II astronauts traveled farther than any humans before them, capturing striking views of the moon before a safe return to Earth. Source: www.accuweather.com
Imagine staring out from the confines of a spacecraft rocketing through the void, watching Earth shrink to a fragile blue marble, and then daring to loop Source: commstrader.com
Artemis II astronauts return safely after historic lunar flyby, record-breaking deep space journey and dramatic Pacific Ocean splashdown off San Diego coast. Source: www.thehindubusinessline.com
Their dramatic grand finale fast approaching, Artemis II’s astronauts aimed for a splashdown in the Pacific on Friday to close out humanity’s first voyage to the moon in more than half a century. Source: www.eastbaytimes.com
Pune: More than a month after terminating the contract for the Bhama Askhed water pipeline project due to persistent delays, the Pimpri Chinchwad Muni. Source: timesofindia.indiatimes.com
Nagpur: Even as Nagpur is already reeling under a blistering summer, power consumers should brace for an increase in scheduled outages, with the Mahar. Source: timesofindia.indiatimes.com
With Communist China targeting a crewed lunar landing by 2030, Artemis II shows why the Moon race is a contest for strategic power and national leadership. Source: www.foxnews.com
The list of special assets allegedly developed by the country includes an electromagnetic weapon, carbon fiber bombs, and a mobile air defense system Source: www.rt.com
Ireland is now confronting a full-scale energy protest movement that has gone far beyond symbolic demonstrations. What began as opposition to rising fuel Source: www.armstrongeconomics.com
Recognizing emotions from speech using machine learning has become an active research area due to its importance in building human-centered applications. However, while many studies have been conducted in English, German, and other European and Asian languages, research in Arabic remains scarce because of the limited availability of annotated datasets. In this paper, we present an Arabic Speech Emotion Recognition (SER) system based on a hybrid CNN-Transformer architecture. The model leverages c Source: arxiv.org
Generating high-quality Scalable Vector Graphics (SVGs) from text remains a significant challenge. Existing LLM-based models that generate SVG code as a flat token sequence struggle with poor structural understanding and error accumulation, while optimization-based methods are slow and yield uneditable outputs. To address these limitations, we introduce SVGFusion, a unified framework that adapts the VAE-diffusion architecture to bridge the dual code-visual nature of SVGs. Our model features two Source: arxiv.org
Highlights Delivery of 1.1-gigawatt Thor project on track, with turbine installation underway 36 CO2-reduced steel towers and 120 recyclable rotor blades from Siemens Gamesa to be install. . . Source: globalrenewablenews.com
Photometric missions such as Kepler and TESS have generated millions of light curves covering almost the entire sky, offering unprecedented opportunities to study stellar variability and advance our understanding of the Universe. In this data-rich environment, machine learning has emerged as a powerful tool to efficiently and accurately process and classify light curves according to their type of stellar variability. In this work, we introduce ASTRAFier: a novel Transformer-based model for varia Source: arxiv.org
Simulating large-scale protein dynamics using traditional all-atom molecular dynamics (MD) remains computationally prohibitive. We present a unified, universal framework for coarse-grained molecular dynamics (CG-MD) that achieves high-fidelity structural reconstruction and generalizes across diverse protein systems. Central to our approach is a hierarchical, tree-structured protein representation (TSCG) that maps Cartesian coordinates into a minimal set of interpretable collective variables. We Source: arxiv.org
Self-attention in Transformers generates dynamic operands that force conventional Compute-in-Memory (CIM) accelerators into costly non-volatile memory (NVM) reprogramming cycles, degrading throughput and stressing device endurance. Existing solutions either reduce but retain NVM writes through matrix decomposition or sparsity, or move attention computation to digital CMOS at the expense of NVM density. We present TrilinearCIM, a Double-Gate FeFET (DG-FeFET)-based architecture that uses back-gate Source: arxiv.org
Recognition of rodent behavior is important for understanding neural and behavioral mechanisms. Traditional manual scoring is time-consuming and prone to human error. We propose MSGL-Transformer, a Multi-Scale Global-Local Transformer for recognizing rodent social behaviors from pose-based temporal sequences. The model employs a lightweight transformer encoder with multi-scale attention to capture motion dynamics across different temporal scales. The architecture integrates parallel short-range, Source: arxiv.org
Transformer-based approaches have revolutionized image super-resolution by modeling long-range dependencies. However, the quadratic computational complexity of vanilla self-attention mechanisms poses significant challenges, often leading to compromises between efficiency and global context exploitation. Recent window-based attention methods mitigate this by localizing computations, but they often yield restricted receptive fields. To mitigate these limitations, we propose Selective Aggregation T Source: arxiv.org
Indian stock markets surged on Friday, with Sensex and Nifty climbing approximately 0.7 . This rise, adding over Rs 4 lakh crore to market capitalization, was fueled by optimism surrounding a potential Iran-US ceasefire and other positive developments. Both indices saw significant gains in early trading. Source: economictimes.indiatimes.com
Get the Asian Skeletal Horrors package from Nusantara Art World and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
JAKARTA Indonesia's Attorney General's Office has named seven people, including executives from state energy firm Pertamina, as suspects in a corruption probe related to crude oil procurement.The suspects in the alleged corruption, which took place between 2008 and 2015, include a vice president and a manager at Pertamina as well as three officials at Pertamina Energy Services, Syarief Sulaeman... Source: www.asiaone.com
The ceasefire Pakistan brokered named no Houthi obligations and set no conditions on Yemen. What the militant group has done instead is begin screening ships tr... Source: www.washingtontimes.com
Explore how Agentic Analytics transforms decision-making in enterprises by integrating AI, real-time data, and autonomous reasoning, fostering speed, anticipation, and democratization. Source: cio.economictimes.indiatimes.com
The logic of war plus the gathering storms in US politics as the midterms loom large leave him with no real alternative but to negotiate, points out Ambassador M K Bhadrakumar. Source: www.rediff.com
Shah Rukh Khan, accompanied by his wife Gauri Khan and son AbRam Khan, and Salman Khan were among the first to arrive at Jamnagar, Gujarat, for Anant Ambani’s birthday bash. Source: www.livemint.com
WASHINGTON International Monetary Fund chief Kristalina Georgieva on Thursday (April 9) said the global lender expected near-term demand for IMF financial support to rise to between US 20 billion (S 25.5 billion) to US 50 billion (S 64 billion) as a result of spillovers from the war in the Middle East.Georgieva said the now-paused war was testing the global economy, with a 13... Source: www.asiaone.com
Kuwait accuses Iran of drone attacks as ceasefire strains deepen. Saudi pipeline hit, Trump questions deal, raising concerns over oil routes and stability. Source: www.thehindubusinessline.com
KASHGAR, China, April 10, 2026 /PRNewswire/ -- On April 8th, at the construction site of the 35kV supporting outgoing project of Kashgar Liushuwang 110kV Substation, a mobile umbrella-type crossing frame made its debut. State Grid Kashgar Power Supply Company efficiently completed the crossing operation over the 10kV distribution line below without interrupting power supply, truly achieving 'zero perception' for users during the construction period. Source: www.manilatimes.net
The developments come amid a two-week ceasefire between the US and Iran, after negotiators clinched a temporary two-week truce just 90 minutes before Trump's Tuesday deadline to Tehran over the Strait of Hormuz was to expire. US and Iranian negotiators are set to meet on Saturday for talks. Source: www.livemint.com
Tech News News: Google DeepMind CEO Demis Hassabis says his AI lab clawed its way back to the frontier over the past two to three years by doing something counterintu. Source: timesofindia.indiatimes.com
TCS's Q4 results are expected to show flat margins and modest revenue growth, driven by currency support and AI advancements. Source: www.thehindubusinessline.com
LAS VEGAS (AP) Nevada’s largest utility says it will need three times the electricity required to power Las Vegas just to handle proposed data centers and it probably can’t do that wit... Source: www.winnipegfreepress.com
This paper presents a transformer-based approach to solving the SympTEMIST named entity recognition (NER) and entity linking (EL) tasks. For NER, we fine-tune a RoBERTa-based (1) token-level classifier with BiLSTM and CRF layers on an augmented train set. Entity linking is performed by generating candidates using the cross-lingual SapBERT XLMR-Large (2), and calculating cosine similarity against a knowledge base. The choice of knowledge base proves to have the highest impact on model accuracy. Source: arxiv.org
Recently, Transformer has made significant progress in various vision tasks. To balance computation and efficiency in video tasks, recent works heavily rely on factorized or window-based self-attention. However, these approaches split spatiotemporal correlations between regions of interest in videos, limiting the models' ability to capture motion and long-range dependencies. In this paper, we argue that, similar to the human visual system, the importance of temporal and spatial information varie Source: arxiv.org
Recent work has explored optimizing image signal processing (ISP) pipelines for various tasks by composing predefined modules and adapting them to task-specific objectives. However, jointly optimizing module sequences and parameters remains challenging. Existing approaches rely on neural architecture search (NAS) or step-wise reinforcement learning (RL), but NAS suffers from a training-inference mismatch, while step-wise RL leads to unstable training and high computational overhead due to stage- Source: arxiv.org
Deep learning has been widely applied to 3D medical image segmentation tasks. However, due to the diversity of imaging modalities, the high-dimensional nature of the data, and the heterogeneity of anatomical structures, achieving both segmentation accuracy and computational efficiency in multi-organ segmentation remains a challenge. This study proposed GPAFormer, a lightweight network architecture specifically designed for 3D medical image segmentation, emphasizing efficiency while keeping high Source: arxiv.org
Analogical reasoning is a hallmark of human intelligence, enabling us to solve new problems by transferring knowledge from one situation to another. Yet, developing artificial intelligence systems capable of robust human-like analogical reasoning has proven difficult. In this work, we train transformers using Meta-Learning for Compositionality (MLC) on an analogical reasoning task (letter-string analogies) and assess their generalization capabilities. We find that letter-string analogies become Source: arxiv.org
Voltalia (Euronext Paris, ISIN code: FR0011995588), an international player in renewable energies announces the full commissioning1 of Bolobedu solar farm, located in South Africa's Limpopo pr. . . Source: globalrenewablenews.com
GridStor, a developer and operator of utility-scale battery energy storage systems, and Axpo, a leading international energy company headquartered in Switzerland, announced today (April 8) the e. . . Source: globalrenewablenews.com
Existing hallucination detection methods for large language models (LLMs) rely on external verification at inference time, requiring gold answers, retrieval systems, or auxiliary judge models. We ask whether this external supervision can instead be distilled into the model's own representations during training, enabling hallucination detection from internal activations alone at inference time. We introduce a weak supervision framework that combines three complementary grounding signals: substr Source: arxiv.org
Large language models (LLMs) have demonstrated strong capabilities in medical question answering; however, purely parametric models often suffer from knowledge gaps and limited factual grounding. Retrieval-augmented generation (RAG) addresses this limitation by integrating external knowledge retrieval into the reasoning process. Despite increasing interest in RAG-based medical systems, the impact of individual retrieval components on performance remains insufficiently understood. This study pres Source: arxiv.org
Predicting vehicle trajectories plays an important role in autonomous driving and ITS applications. Although multiple deep learning algorithms are devised to predict vehicle trajectories, their reliant on specific graph structure (e.g., Graph Neural Network) or explicit intention labeling limit their flexibilities. In this study, we propose a pure Transformer-based network with multiple modals considering their neighboring vehicles. Two separate tracks are employed. One track focuses on predicti Source: arxiv.org
Transformer neural networks achieve state-of-the-art accuracy across language and vision tasks, but their deployment on embedded hardware is hindered by stringent area, latency, and energy constraints. During inference, performance and efficiency are increasingly dominated by the Key--Value (KV) cache, whose memory footprint grows with sequence length, straining on-chip memory utilization. Although existing mechanisms such as Grouped-Query Attention (GQA) reduce KV cache requirements compared to Source: arxiv.org
Kidney stone disease ranks among the most prevalent conditions in urology, and understanding the composition of these stones is essential for creating personalized treatment plans and preventing recurrence. Current methods for analyzing kidney stones depend on postoperative specimens, which prevents rapid classification before surgery. To overcome this limitation, we introduce a new approach called the Urinary Stone Segmentation and Classification Network (USCNet). This innovative method allows Source: arxiv.org
We present an end-to-end, iterative pipeline for efficient identification of strong galaxy--galaxy lensing systems, applied to the Euclid Q1 imaging data. Starting from VIS catalogues, we reject point sources, apply a magnitude cut (I _E leq 24) on deflectors, and run a pixel-level artefact/noise filter to build 96 times 96 pix cutouts; VIS+NISP colour composites are constructed with a VIS-anchored luminance scheme that preserves VIS morphology and NISP colour contrast. A VIS-only seed cl Source: arxiv.org
Computational models have emerged as powerful tools for multi-scale energy modeling research at the building and urban scale, supporting data-driven analysis across building and urban energy systems. However, these models require large amounts of building parameter data that is often inaccessible, expensive to collect, or subject to privacy constraints. We introduce a modular, multimodal generative Artificial Intelligence (AI) framework that integrates image, tabular, and simulation-based compon Source: arxiv.org
Large-scale radiology data are critical for developing robust medical AI systems. However, sharing such data across hospitals remains heavily constrained by privacy concerns. Existing de-identification research in radiology mainly focus on removing identifiable information to enable compliant data release. Yet whether de-identified radiology data can still preserve sufficient utility for large-scale vision-language model training and cross-hospital transfer remains underexplored. In this paper, Source: arxiv.org
Connecticut's clean energy industry continued its strong growth in 2024, reaching record employment levels and reinforcing its role as a key driver of economic growth and job creation across the s. . . Source: globalrenewablenews.com
Promising up to 100 billion, the EU's proposed Industrial Decarbonisation Bank (IDB) is a new funding programme to support the decarbonisation of European industry. Drawing on a variety of EU fund. . . Source: globalrenewablenews.com
Indian stock markets ended a five-day winning streak on Thursday, with the Sensex and Nifty 50 experiencing declines. Investor sentiment was dampened by diminishing hopes for an Iran-US ceasefire, among other factors. Major losers included Infosys and Adani Ports, while Tata Steel and NTPC saw gains. Source: economictimes.indiatimes.com
WASHINGTON (AP) President Donald Trump over the course of a day went from threatening Iran with annihilation to proclaiming that the battered Islamic Republic’s leadership had presented a w... Source: www.winnipegfreepress.com
Willie Walsh, director general of IATA, told reporters in Singapore that while he expected crude oil prices to fall, jet fuel costs were likely to remain slightly elevated due to the impact on refineries. Source: www.thehindubusinessline.com
As a public communications analyst, I remain attentive to matters of national development and the opportunities that shape Guyana’s future. I pay close attent... Source: kaieteurnewsonline.com
Here are the worldwide cybersecurity job openings available as of Aprol 8, 2026, including on-site, hybrid, and remote roles. Source: www.helpnetsecurity.com
Abstract page for arXiv paper 2604.05305: Scientific Validation of the SPARC4 Pipeline: Multi-band Imaging, Polarimetry, and Photometric Time Series for Improve... Source: arxiv.org
The advancement of Large Language Models (LLMs) has raised concerns regarding their dual-use potential in cybersecurity. Existing evaluation frameworks overwhelmingly focus on Information Technology (IT) environments, failing to capture the constraints, and specialized protocols of Operational Technology (OT). To address this gap, we introduce CritBench, a novel framework designed to evaluate the cybersecurity capabilities of LLM agents within IEC 61850 Digital Substation environments. We assess Source: arxiv.org
Next activity prediction in predictive business process monitoring is crucial for operational efficiency and informed decision-making. While machine learning and Artificial Intelligence have achieved promising results, challenges remain in balancing interpretability and accuracy, particularly due to the complexity and evolving nature of event logs. This paper presents two contributions: (i) an entropy-based model selection framework that quantifies dataset complexity to recommend suitable algori Source: arxiv.org
Patient healthcare utilization consists of irregularly time-stamped events, such as outpatient visits, inpatient admissions, and emergency encounters, forming individualized care trajectories. Modeling these trajectories is crucial for understanding utilization patterns and predicting future care needs, but is challenging due to temporal irregularity and severe class imbalance. In this work, we build on the Transformer Hawkes Process framework to model patient trajectories in continuous time. By Source: arxiv.org
We introduce a neural-network-based machine learning method to predict the effective spin-orbit coupling (SOC) strength in hole quantum dot arrays from standard charge stability diagrams. Specifically, we study a 2 times 2 Ge hole quantum dot array described by a generalized spin-orbit coupled Hubbard model that incorporates random site- and bond-dependent disorder in all system parameters, including onsite potentials, Coulomb interaction strengths, interdot tunneling amplitudes, as well as th Source: arxiv.org
Modern Transformer-based language models achieve strong performance in natural language processing tasks, yet their latent semantic spaces remain largely uninterpretable black boxes. This paper introduces LAG-XAI (Lie Affine Geometry for Explainable AI), a novel geometric framework that models paraphrasing not as discrete word substitutions, but as a structured affine transformation within the embedding space. By conceptualizing paraphrasing as a continuous geometric flow on a semantic manifold, Source: arxiv.org
This chapter presents a novel approach to brain-to-speech (BTS) synthesis from intracranial electroencephalography (iEEG) data, emphasizing prosody-aware feature engineering and advanced transformer-based models for high-fidelity speech reconstruction. Driven by the increasing interest in decoding speech directly from brain activity, this work integrates neuroscience, artificial intelligence, and signal processing to generate accurate and natural speech. We introduce a novel pipeline for extract Source: arxiv.org
Recent progress in in-context reinforcement learning (ICRL) has demonstrated its potential for training generalist agents that can acquire new tasks directly at inference. Algorithm Distillation (AD) pioneered this paradigm and was subsequently scaled to multi-domain settings, although its ability to generalize to unseen tasks remained limited. The Decision Pre-Trained Transformer (DPT) was introduced as an alternative, showing stronger in-context reinforcement learning abilities in simplified d Source: arxiv.org
Brain-computer interfaces (BCIs) enable direct communication between the brain and external devices, providing critical support for individuals with motor impairments. However, accurate motor imagery (MI) decoding from electroencephalography (EEG) remains challenging due to noise and cross-session variability. This study introduces EEG-MFTNet, a novel deep learning model based on the EEGNet architecture, enhanced with multi-scale temporal convolutions and a Transformer encoder stream. These comp Source: arxiv.org
We present Consistent-Recurrent Feature Flow Transformer (CRFT), a unified coarse-to-fine framework based on feature flow learning for robust cross-modal image registration. CRFT learns a modality-independent feature flow representation within a transformer-based architecture that jointly performs feature alignment and flow estimation. The coarse stage establishes global correspondences through multi-scale feature correlation, while the fine stage refines local details via hierarchical feature f Source: arxiv.org
Modern deployment often requires trading accuracy for efficiency under tight CPU and memory constraints, yet common compression proxies such as parameter count or FLOPs do not reliably predict wall-clock inference time. In particular, unstructured sparsity can reduce model storage while failing to accelerate (and sometimes slightly slowing down) standard CPU execution due to irregular memory access and sparse kernel overhead. Motivated by this gap between compression and acceleration, we study a Source: arxiv.org
After a historic lunar flyby that carried four astronauts farther from Earth than humanity has ever been, the Artemis II crew has sent home spectacular photos of the far side of the Moon. Source: www.sciencealert.com
Workers across the United States reacted furiously Tuesday to Trump’s threat to annihilate the civilization of Iran, a country of more than 92 million people. Source: www.wsws.org
Federal agencies warn attackers are manipulating PLC and SCADA systems across multiple sectors, triggering operational disruptions and raising concerns over broader OT targeting. The post Iran-Linked Hackers Disrupt US Critical Infrastructure via PLC Attacks appeared first on SecurityWeek. This article Read more Source: www.itsecuritynews.info
Middle East News: After more than a month of war between Trump and Tehran regime, Iran’s supreme leader Mojtaba Khamenei on Wednesday instructed the Islamic Republic’s . Source: timesofindia.indiatimes.com
Gatecreeper have teased that new music is on the way. The Arizona death metal band recently shared photos from studio sessions on social media, pointing to fresh material in the works following their last full-lengt... Source: lambgoat.com
Computational fluid dynamics (CFD) simulations of complex fluid flows in energy systems are prohibitively expensive due to strong nonlinearities and multiscale-multiphysics interactions. In this work, we present a transformer-based modeling framework for prediction of fluid flows, and demonstrate it for high-pressure gas injection phenomena relevant to reciprocating engines. The approach employs a hierarchical Vision Transformer (SwinV2-UNet) architecture that processes multimodal flow datasets Source: arxiv.org
Accurate and up-to-date forecasting of the power grid's carbon footprint is crucial for effective product carbon footprint (PCF) accounting and informed decarbonization decisions. However, the carbon intensity of the grid exhibits high non-stationarity, and existing methods often struggle to effectively leverage periodic and oscillatory patterns. Furthermore, these methods tend to perform poorly when confronted with irregular exogenous inputs, such as missing data or misalignment. To tackle thes Source: arxiv.org
Accurate and automated sea ice classification is important for climate monitoring and maritime safety in the Arctic. While Synthetic Aperture Radar (SAR) is the operational standard because of its all-weather capability, it remains challenging to distinguish morphologically similar ice classes under severe class imbalance. Rather than claiming a fully validated multimodal system, this paper establishes a trustworthy SAR only baseline that future fusion work can build upon. Using the AI4Arctic/AS Source: arxiv.org
Workers should defy the back-to-work order under conditions where nothing has been secured and instead continue the strike under rank-and-file control, Source: www.wsws.org
As Generative AI applications transition from the cloud to internal corporate environments, the demand for enhanced data security and localized performance ... Source: en.antaranews.com
LS Electric secured a major contract worth 70 million (105.6 billion won) to supply its extra-high-voltage transformers to an energy infrastructur... Source: www.koreatimes.co.kr
April 5 (Reuters) - The U.S., Iran and a group of regional mediators are discussing the terms for a potential 45-day ceasefire that could lead to a permanent end to the war, Axios reported on Sunday, citing four U.S., Israeli and regional sources with knowledge of the talks. Reuters could not immediately verify the report. The White House and the U.S. State Department did not immediately respond to Reuters' requests for comment. Source: www.al-monitor.com
April 5 (Reuters) - The U.S., Iran and a group of regional mediators are discussing the terms for a potential 45-day ceasefire that could lead to a permanent end to the war, Axios reported on Sunday, Source: www.yahoo.com
The willful destruction of UNESCO World Heritage sites is a repudiation not only of international law but also of human civilization itself. Source: www.wsws.org
The United States and Iran are engaged in mediated talks for a 45-day ceasefire in West Asia, aiming for a permanent end to the conflict. Discussions involve a two-phase framework, with a temporary truce to facilitate broader negotiations. However, securing an agreement within the next 48 hours remains uncertain amid threats of escalation. Source: economictimes.indiatimes.com
By Patrick Sykes, Kateryna Kadabashy and Anthony Di Paola Apr 4, 2026 (Bloomberg) The Iranian military said major oil producer Iraq is exempt from shipping restrictions in the Strait of Hormuz,... Source: gcaptain.com
Since 24 February 2022, Ukraine’s largest international airport has remained closed to civilian flights. But Boryspil Airport has not stopped operating. Source: aircargoweek.com
Analysts and governments will pore over latest economic data this week for more insight into the devastating impact of soaring fuel prices on the nation. Source: michaelwest.com.au
President Trump has warned of destroying all of Iran’s power plants if its leadership fails to reopen the Strait of Hormuz by Tuesday evening, sharply escalating pressure on Tehran. Source: www.indiatoday.in
As President Donald Trump's ultimatum nears its end, there are almost no contacts between Washington and Tehran. Israeli officials believe the failure of the Source: www.israelhayom.com
Iranian drone strikes hit oil, energy and government facilities in Kuwait, causing significant damage but no reported casualties, Kuwaiti authorities said. Source: www.khaama.com
We are living in challenging times in Guyana. Nothing is being done about a national crisis that has been affecting our populace before the beginning of this ce... Source: kaieteurnewsonline.com
The numbers are staggering. In 2026 alone, the world's largest technology companies Microsoft, Amazon, Alphabet, and Meta are projected to ... Source: en.antaranews.com
The conflict in the Persian Gulf reached a fever pitch on Sunday as Iranian missile batteries targeted oil and logistics hubs across the region. In Bahrain, Source: www2.stockmarketwatch.com
International Business News: Amid the ongoing Middle East crisis that has disrupted the global oil supply chain, Indian refiners have made their first purchase in seven years sinc. Source: timesofindia.indiatimes.com
Middle East News: An Iranian drone attack on the US Embassy in Saudi Arabia last month caused significantly more damage than previously acknowledged by authorities in t. Source: timesofindia.indiatimes.com
Defence Secretary Pete Hegseth is believed to have told Trump that attacking roadways could hamper Iran’s ability to use them to move missiles and materials for making drones, while a senior White House official reportedly told the US president to consider targeting electric plants to complicate Tehran’s path to acquiring a nuclear device. Source: www.indiatoday.in
President Donald Trump escalated the ongoing conflict in the Middle East on Saturday, issuing a stark 48-hour ultimatum to the Iranian government. In a social Source: www2.stockmarketwatch.com
Pune: As commercial LPG supplies remain erratic, a parallel push to expand piped natural gas (PNG) is gathering pace across Pune. Over 40 restaurants . Source: timesofindia.indiatimes.com
Cricket News: India’s T20 World Cup triumph earlier this year has done little to mask a growing problem in the longest format. The side’s Test performances have dip. Source: timesofindia.indiatimes.com
Nagpur: Industrial units across MIDC areas are being urged to transition from LPG to piped natural gas (PNG) as the state accelerates rollout of city . Source: timesofindia.indiatimes.com
Satellite imaging firm Planet Labs will indefinitely withhold visuals of Iran and the Middle East conflict region following a U.S. government request. This expands upon a previous 14-day delay, aiming to prevent adversaries from using imagery for attacks. The company will now manage image distribution for urgent or public interest needs. Source: economictimes.indiatimes.com
The Second Iran War has entered a volatile new phase as Iranian hostile drones targeted critical infrastructure in Kuwait. According to Kuwait’s Source: www2.stockmarketwatch.com
Negotiations have stalled. Trump keeps changing his policies. Ukrainians, backed by Europeans, are taking matters into their own hands. Source: www.theatlantic.com
Indian refiners have access to only limited Iranian volumes compared with Russian oil, and even the barrels on offer come with 'too many hassles'. Source: www.rediff.com
The silence of these parties cannot disguise their ongoing backing for US imperialism and its war as is demonstrated by the handful of comments that have been made. Source: www.wsws.org
The White House has proposed cutting NASA’s budget by 23 for the second year running, with a fiscal year 2027 proposal of 18.8 billion that would gut science programs, shutter education initiatives, and accelerate the drawdown of International Space Station operations. The one area that would see more money: Artemis and the lunar base. On [ ] Source: spacedaily.com
Following Trump's threats to bomb Iran back to the stone ages, Iranian air defenses shot down an F-15E Strike Eagle jet and an A-10 Thunderbolt in a single day the worst US aircraft losses of the war. Source: www.wsws.org
WASHINGTON/CAIRO Two US warplanes were downed over Iran and the Gulf, Iranian and US officials said on Friday (April 3), with two pilots rescued and a third still missing and being hunted by Tehran's forces.The incidents show the risks still faced by US and Israeli aircraft over Iran despite assertions from US President Donald Trump and his Defence Secretary... Source: www.asiaone.com
Two US warplanes downed, a pilot missing deep inside Iran, and rescue missions are under fire. The conflict enters a volatile new phase, raising questions about air dominance and how far this war could escalate. Source: www.indiatoday.in
Who keeps the lights on? Who benefits from how electricity is governed? Who bears the cost? That’s what Nikki Luke explores in Electric Life : Utility Regulation and the Fight for Energy Democracy . High electricity bills increase cost... Source: timesofindia.indiatimes.com
Use the TMP Link Manager Pro from Manuel Gra a on your next project. Find this utility tool & more on the Unity Asset Store. Source: assetstore.unity.com
The incidents show the risks still faced by U.S. and Israeli aircraft over Iran despite assertions from Trump and Pete Hegseth that their forces had total control of the skies Source: www.deccanchronicle.com
AI In Marketing: Explore the evolving role of AI in MarTech, examining the shift from performative AI to outcome-driven strategies and the emergence of Vertical Co-pilots in marketing. Source: brandequity.economictimes.indiatimes.com
Melody Wright: Iran War 'Final Nail' in Coffin of US Economy - 'It's Spiraling Out of Control'...Clive Thomson: Stagnation +Inflation = STAGFLATION. I explain why this could be explosive for gold and silver...Doug Casey: DIY War, Oil, and a Market in Denial... Source: dollarcollapse.com
China has been working tirelessly for peace since the outbreak of the war, said Liu Pengyu, spokesperson for the Chinese Embassy in Washington Source: www.deccanchronicle.com
India News: NEW DELHI: A seventh India-flagged LPG tanker, Green Sanvi, crossed the Strait of Hormuz on Friday. So far, six vessels carrying LPG have reached Indi. Source: timesofindia.indiatimes.com
Two US warplanes have been downed over Iran and the Gulf, Iranian and US officials said, with two pilots rescued and a third still missing and being hunted by Tehran's forces. Source: www.rte.ie
Iranian and American forces are in a race to recover the crew of a US F-15 fighter jet. Iran claims it shot down the aircraft. The war, which began over a month ago with US-Israeli strikes on Iran, has spread across the Middle East. Strikes have hit Israel, Iran, Lebanon, and Gulf countries. Source: economictimes.indiatimes.com
The move choked the production of a key solvent isopropyl alcohol or IPA used in essential medicines and life-saving drugs, and forced top drugmakers to warn of disruptions to medicine supplies, according to documents reviewed by Mint and three people familiar with the matter. Source: www.livemint.com
WASHINGTON (AP) China is stepping up its diplomacy on the Iran war, putting forward a five-point proposal with Pakistan, rallying support from Gulf countries and opposing a United Nations proposal t... Source: www.winnipegfreepress.com
With the use of Large Language Models (LLMs) becoming more significant in many applications, it has become a great need to ask the question how these LLMs can be made safe and robust, and hence make it behave in an ethical way. Among the most seen and evident vulnerabilities or loopholes in LLM are the attacks termed as prompts injections, which is a key vulnerability. Even though this issue is being extensively studied, most of the available and existing literature and defense systems are mostl Source: www.nature.com
The conflict reached a new fever pitch on Friday as Iran confirmed the downing of two U.S. warplanes. According to the Wall Street Journal, an F-15E Strike Source: www2.stockmarketwatch.com
Excelsior Correspondent JAMMU, Apr 3: Minister for Jal Shakti, Forest, Ecology & Environment and Tribal Affairs, Javed Ahmad Rana, today laid the foundation stone for two important flood protection projects along River Tawi aimed at strengthening the riverbanks and safeguarding vulnerable areas from future flood risks. CLICK HERE TO WATCH VIDEO The projects included restoration of the earthen embankment on the left bank of River Tawi at Bikram Chowk upstream, allotted at a cost of Rs. 3.05 crore Source: www.dailyexcelsior.com
Thailand's Oil Fuel Fund is seeking a loan of up to 150 billion baht to stabilise its finances and continue subsidising domestic fuel prices as global diesel co... Source: www.bangkokpost.com
Hi all, Has anyone had genuinely good results using a lead generation company? There seem to be hundreds out there promising the world, but I’m curious if anyone has found one that actually delivered quality leads not just cold data or unqualified contacts. Ideally looking for recommendations... Source: www.ukbusinessforums.co.uk
KEYGREE GROUP CO., LTD. Annual Output: 700,000 Sets of Welding Equipment Voltage Instability: A Global Industrial Challenge From Southeast Asian factories to Source: agriculture.einnews.com
EV Charging Infrastructure Security: How Hackers Could Disrupt Chargers, Networks, and the Grid Cybersecurity Today would like to thank Meter for their support in bringing you this podcast. Meter delivers a complete networking stack, wired, wireless and cellular in one Read more Source: www.itsecuritynews.info
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
Topic: Science & Technology Q6. Examine the concept of Zero Trust Architecture in cybersecurity. Analyse its relevance in protecting critical digital infrastructure. Outline measures for its effective implementation in India. (15 M) Difficulty Level: Medium Reference: InsightsIAS Why the question Rising cyber threats to critical infrastructure and India’s push towards digital public infrastructure make advanced Continue reading Examine the concept of Zero Trust Architecture in cybersecuri Source: www.insightsonindia.com
Elevate your workflow with the MAR-Low Poly Tower Crane asset from MAR_0237. Find this & other Vehicles options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the MAR-Low_Poly_Construction_Site_Pack asset from MAR_0237. Find this & other Urban options on the Unity Asset Store. Source: assetstore.unity.com
Wideband channel frequency response (CFR) estimation is challenging in multi-band wireless systems, especially when one or more sub-bands are temporarily blocked by co-channel interference. We present a physics-informed complex Transformer that reconstructs the full wideband CFR from such fragmented, partially observed spectrum snapshots. The interference pattern in each sub-band is modeled as an independent two-state discrete-time Markov chain, capturing realistic bursty occupancy behavior. Our Source: arxiv.org
Gait analysis provides an objective characterization of locomotor function and is widely used to support diagnosis and rehabilitation monitoring across neurological and orthopedic disorders. Deep learning has been increasingly applied to this domain, yet most approaches rely on supervised classifiers trained on disease-labeled data, limiting generalization to heterogeneous pathological presentations. This work proposes a label-free framework for joint-level anomaly detection and kinematic correc Source: arxiv.org
Understanding human behaviour in crowded indoor environments is central to surveillance, smart buildings, and human-robot interaction, yet existing datasets rarely capture real-world indoor complexity at scale. We introduce IndoorCrowd, a multi-scene dataset for indoor human detection, instance segmentation, and multi-object tracking, collected across four campus locations (ACS-EC, ACS-EG, IE-Central, R-Central). It comprises 31 videos ( 9{,}913 frames at 5 fps) with human-verified, per-inst Source: arxiv.org
Data-driven reachability analysis provides guaranteed outer approximations of reachable sets from input-state measurements, yet each propagation step requires a matrix-zonotope multiplication whose cost grows with the horizon length, limiting scalability. We observe that data-driven propagation is inherently step-size sensitive, in the sense that set-valued operators at different discretization resolutions yield non-equivalent reachable sets at the same physical time, a property absent in model- Source: arxiv.org
High-resolution elevation data is essential for hydrological modeling, hazard assessment, and environmental monitoring; however, globally consistent, fine-scale Digital Elevation Models (DEMs) remain unavailable. Very high-resolution single-view imagery enables the extraction of topographic information at the pixel level, allowing the reconstruction of fine terrain details over large spatial extents. In this paper, we present single-view-based DEM reconstruction shown to support practical analys Source: arxiv.org
Breast cancer is a highly heterogeneous disease with diverse molecular profiles. The PAM50 gene signature is widely recognized as a standard for classifying breast cancer into intrinsic subtypes, enabling more personalized treatment strategies. In this study, we introduce a novel optimization-driven deep learning framework that aims to reduce reliance on costly molecular assays by directly predicting PAM50 subtypes from H&E-stained whole-slide images (WSIs). Our method jointly optimizes patch in Source: arxiv.org
Modern neural networks of the transformer family require the practitioner to decide, before training begins, how many attention heads to use, how deep the network should be, and how wide each component should be. These decisions are made without knowledge of the task, producing architectures that are systematically larger than necessary: empirical studies find that a substantial fraction of heads and layers can be removed after training without performance loss. This paper introduces DDCL-INCR Source: arxiv.org
Nonlinear partial differential equations (PDEs) are pivotal in modeling complex physical systems, yet traditional Physics-Informed Neural Networks (PINNs) often struggle with unresolved residuals in critical spatiotemporal regions and violations of temporal causality. To address these limitations, we propose a novel Residual Guided Training strategy for Physics-Informed Transformer via Generative Adversarial Networks (GAN). Our framework integrates a decoder-only Transformer to inherently captur Source: arxiv.org
When a slightly faulty transformer closes without load, the current waveform presents the coexistence of inrush and fault current. At this time, the inrush blocking module will block the relay, which may delay the removal of the slight fault and lead to more serious faults. To address this problem, this paper proposes a data-aided power transformer differential protection without inrush blocking module. The key to eliminating the negative influence of inrush current is to extract the fundamental Source: arxiv.org
Generative models for crystalline materials often rely on equivariant graph neural networks, which capture geometric structure well but are costly to train and slow to sample. We present Crystalite, a lightweight diffusion Transformer for crystal modeling built around two simple inductive biases. The first is Subatomic Tokenization, a compact chemically structured atom representation that replaces high-dimensional one-hot encodings and is better suited to continuous diffusion. The second is the Source: arxiv.org
Cloud infrastructure supports the efficient operation of data pipelines regarding requirements like cost, speed, and resource utilization. We present an integrated view of optimization opportunities for cloud-based data pipelines by conducting a systematic review of existing literature on optimization approaches to cloud infrastructure performance for data pipelines. Our study contributes a theory of optimization goals like minimizing cost, reducing execution time, and cost-makespan trade-offs, Source: arxiv.org
Accurately modeling agent behaviors is an important task in self-driving. It is also a task with many symmetries, such as equivariance to the order of agents and objects in the scene or equivariance to arbitrary roto-translations of the entire scene as a whole; i.e., SE(2)-equivariance. The transformer architecture is a ubiquitous tool for modeling these symmetries. While standard self-attention is inherently permutation equivariant, explicit pairwise relative positional encodings have been the Source: arxiv.org
This paper considers output reachability analysis for linear time-invariant systems with unknown state-space matrices and unknown observation map, given only noisy input-output measurements. The Cayley--Hamilton theorem is applied to eliminate the latent state algebraically, producing an autoregressive input-output model whose parameter uncertainty is enclosed in a matrix zonotope. Set-valued propagation of this model yields output reachable sets with deterministic containment guarantees under a Source: arxiv.org
Co-founded by MIT alumnus Dan Sobek, 1s1 Energy says it has the technology to finally make green hydrogen go mainstream. The company developed a filtration material for hydrogen electrolyzers it says requires 30 percent less energy. Source: news.mit.edu
The wind-induced structural response forecasting capabilities of a novel transformer methodology are examined here. The model also provides a digital twin component for bridge structural health monitoring. Firstly, the approach uses the temporal characteristics of the system to train a forecasting model. Secondly, the vibration predictions are compared to the measured ones to detect large deviations. Finally, the identified cases are used as an early-warning indicator of structural change. The a Source: arxiv.org
Transformer-based architectures have become the shared backbone of natural language processing and computer vision. However, understanding how these models operate remains challenging, particularly in vision settings, where images are processed as sequences of patch tokens. Existing interpretability tools often focus on isolated components or expert-oriented analysis, leaving a gap in guided, end-to-end understanding of the full inference pipeline. To bridge this gap, we present ViT-Explainer, a Source: arxiv.org
India News: Mounting voter unease, fiscal stress and rifts in CPM will test whether his governance model is enough to defy the state’s alternation patternThe road. Source: timesofindia.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
The U.S. Dollar strengthened across the board on Thursday as geopolitical tensions in the Middle East reached a new flashpoint. The Abu Dhabi Media Office Source: stockmarketwatch.com
Topic: Environment & ecology Conservation, environmental pollution and degradation Q5. What is eutrophication and how does it develop in aquatic ecosystems? Evaluate its ecological and economic impacts and enumerate the strategies required for its prevention and ecological restoration. (15 M) Difficulty Level: Medium Reference: InsightsIAS Why the question Rising incidents of lake pollution and algal Continue reading What is eutrophication and how does it develop in aquatic ecosystems? Eval Source: www.insightsonindia.com
Detecting software vulnerabilities is critical to ensuring the security and reliability of modern computer systems. Deep neural networks have shown promising results on vulnerability detection, but they lack the capability to capture global contextual information on vulnerable code. To address this limitation, we explore the application of transformers for C/C++ vulnerability detection. We use program slices that encapsulate key syntactic and semantic features of program code, such as API functi Source: arxiv.org
Co-salient Object Detection (CoSOD) aims to segment salient objects that consistently appear across a group of related images. Despite the notable progress achieved by recent training-based approaches, they still remain constrained by the closed-set datasets and exhibit limited generalization. However, few studies explore the potential of Vision Foundation Models (VFMs) to address CoSOD, which demonstrate a strong generalized ability and robust saliency understanding. In this paper, we investiga Source: arxiv.org
SEED-SET is a new evaluation framework that can test whether recommendations of autonomous systems are well-aligned with human-defined ethical criteria. It can also pinpoint unexpected scenarios that violate ethical preferences. Source: news.mit.edu
AI weather prediction has advanced rapidly, yet no unified mathematical framework explains what determines forecast skill. Existing theory addresses specific architectural choices rather than the learning pipeline as a whole, while operational evidence from 2023-2026 demonstrates that training methodology, loss function design, and data diversity matter at least as much as architecture selection. This paper makes two interleaved contributions. Theoretically, we construct a framework rooted in ap Source: arxiv.org
Music-to-dance generation represents a challenging yet pivotal task at the intersection of choreography, virtual reality, and creative content generation. Despite its significance, existing methods face substantial limitation in achieving choreographic consistency. To address the challenge, we propose MatchDance, a novel framework for music-to-dance generation that constructs a latent representation to enhance choreographic consistency. MatchDance employs a two-stage design: (1) a Kinematic-Dyna Source: arxiv.org
Ultra-high field 7-tesla (7T) MRI improves visualization of multiple sclerosis (MS) white matter lesions (WML) but differs sufficiently in contrast and artifacts from 1.5-3T imaging - suggesting that widely used automated segmentation tools may not translate directly. We analyzed 7T FLAIR scans and generated reference WML masks from Lesion Segmentation Tool (LST) outputs followed by expert manual revision. As external comparators, we applied LST-LPA and the more recent LST-AI ensemble, both orig Source: arxiv.org
In recent years, widespread attention has been drawn to the challenge of correcting insertion, deletion, and substitution (IDS) errors in DNA-based data storage. Among various IDS-correcting codes, Varshamov-Tenengolts (VT) codes, originally designed for single-error correction, have been established as a central research focus. While existing decoding methods demonstrate high accuracy for single-error correction, they are typically not applicable to the correction of multiple IDS errors. In thi Source: arxiv.org
We develop a machine learning (ML) surrogate model to approximate solutions to Maxwell's equations in one dimension, focusing on scenarios involving a material interface that reflects and transmits electro-magnetic waves. Derived from high-fidelity Finite Volume (FV) simulations, our training data includes variations of the initial conditions, as well as variations in one material's speed of light, allowing for the model to learn a range of wave-material interaction behaviors. The ML model autor Source: arxiv.org
We study trajectory forecasting under squared loss for time series with weak conditional structure, using highly expressive prediction models. Building on the classical characterization of squared-loss risk minimization, we emphasize regimes in which the conditional expectation of future trajectories is effectively degenerate, leading to trivial Bayes-optimal predictors (flat for prices and zero for returns in standard financial settings). In this regime, increased model expressivity does not i Source: arxiv.org
Online abuse has grown increasingly complex, spanning toxic language, harassment, manipulation, and fraudulent behavior. Traditional machine-learning approaches dependent on static classifiers and labor-intensive labeling struggle to keep pace with evolving threat patterns and nuanced policy requirements. Large Language Models introduce new capabilities for contextual reasoning, policy interpretation, explanation generation, and cross-modal understanding, enabling them to support multiple stages Source: arxiv.org
Robust person tracking is a critical capability for autonomous mobile robots operating in diverse and unpredictable environments. While RGB-D tracking has shown high precision, its performance severely degrades under challenging illumination conditions, such as total darkness or intense backlighting. To achieve all-weather robustness, this paper proposes a novel Thermal-Infrared and Depth (TIR-D) tracking architecture that leverages the standard sensor suite of SLAM-capable robots, namely LiDAR Source: arxiv.org
The rise of Generative AI (GenAI) has reshaped the cybersecurity landscape by enabling new attack vectors and lowering the barrier for executing advanced social engineering campaigns. This study conducts an empirical analysis of jailbreaking vulnerabilities in ChatGPT-4o-Mini, showing that novices can bypass safeguards to generate complete multivector phishing attacks across email, web, SMS, and voice channels. Controlled experiments reveal that role-based jailbreaks produce fully operational at Source: arxiv.org
Trump emphasised that diplomatic discussions remain ongoing. At the same time, he issued a stark warning, saying that failure to reach an agreement could trigger military action. Source: www.rediff.com
In a prime-time television address Wednesday, US President Donald Trump declared that the goal of the United States in the Iran war is the destruction of Iranian society. Source: www.wsws.org
India has 33 crore LPG connections, but domestic natural gas production could cater to 30 crore connections if households switch to piped natural gas (PNG). LPG is delivered in cylinders, while natural gas is transported through pipelines or as LNG and regasified, with PNG emerging as a drop-in replacement for cooking. The government is pushing PNG to reduce high LPG import dependence, but pipeline expansion, last-mile connectivity, and supply constraints remain key challenges. Source: www.thehindu.com
The UAW, which pledged to defend jobs in the transition to electric vehicles, has offered workers nothing but platitudes and silence. Source: www.wsws.org
Korea Zinc Co., the world's biggest refined zinc smelter, said Thursday it has begun an 11 trillion-won ( 7.4 billion) project to build a critical... Source: www.koreatimes.co.kr
India is facing a worsening cooking gas shortage as the Iran war disrupts LPG supplies, exposing the countrys heavy reliance on imports routed through the Strait of Hormuz. The crunch is driving a sharp shift toward electric cooking, with demand surging and raising concerns about pressure on the power grid, especially during peak evening hours. Source: economictimes.indiatimes.com
Monolord have detailed the recording process behind their upcoming release, Neverending, which was recorded in Ashland, OR with producer/engineer Sylvia Massy.Pre-order Neverending here. Massy requested that vo... Source: lambgoat.com
Elevate your workflow with the Vintage Vanity Props HQ asset from VIS Games. Find this & other Interior options on the Unity Asset Store. Source: assetstore.unity.com
Get the 120 River fish - Full pack package from Mixall and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Scientists at Purdue University are using the WELLJET dispenser stacker from INTEGRA Biosciences to increase the speed, consistency and scale of drug screening for rare and neglected parasitic diseases. Source: www.news-medical.net
Perceiving and reconstructing 3D geometry from videos is a fundamental yet challenging computer vision task. To facilitate interactive and low-latency applications, we propose a streaming visual geometry transformer that shares a similar philosophy with autoregressive large language models. We explore a simple and efficient design and employ a causal transformer architecture to process the input sequence in an online manner. We use temporal causal attention and cache the historical keys and valu Source: arxiv.org
Georgia Power recently started construction on a new 260 megawatt (MW) battery energy storage system (BESS) in Jefferson County, Ga. just outside of the City of Wadley. The project, approved by th. . . Source: globalrenewablenews.com
Recent multimodal face generation models address the spatial control limitations of text-to-image diffusion models by augmenting text-based conditioning with spatial priors such as segmentation masks, sketches, or edge maps. This multimodal fusion enables controllable synthesis aligned with both high-level semantic intent and low-level structural layout. However, most existing approaches typically extend pre-trained text-to-image pipelines by appending auxiliary control modules or stitching toge Source: arxiv.org
Automatic parallelization remains a challenging problem in software engineering, particularly in identifying code regions where loops can be safely executed in parallel on modern multi-core architectures. Traditional static analysis techniques, such as dependence analysis and polyhedral models, often struggle with irregular or dynamically structured code. In this work, we propose a Transformer-based approach to classify the parallelization potential of source code, focusing on distinguishing ind Source: arxiv.org
Modern large language models (LLMs) increasingly depends on efficient long-context processing and generation mechanisms, including sparse attention, retrieval-augmented generation (RAG), and compressed contextual memory, to support complex reasoning. We show that these optimizations can be unified into a four-step memory processing pipeline: Prepare Memory, Compute Relevancy, Retrieval, and Apply to Inference. Through systematic profiling, we identify a 22 -97 memory processing overhead in LLM Source: arxiv.org
March appears to be finishing on a low note, with the S&P 500 dipping on March 30, pulled down by new rises in oil prices and a sharp decline in technology, as traders moved on from Fed Chair Jerome Powell... Source: www.insidermonkey.com
**media[996916]**SINGAPORE, April 1, 2026 /PRNewswire/ -- Educational advocate and philanthropist Dr Lillyn Teh has contributed an additional S 15 million to Singapore Management University (SMU) to strengthen the development of future-ready talent at the intersection of technology and business. Her latest gift builds on her earlier contributions since 2024 and extends support to both undergraduate students and professional postgraduate learners. The gift will establish the Lillyn Teh Frontier E Source: www.manilatimes.net
Rest of World News: The discovery of an Ancestral Puebloan chamber dating back to the eighth century in the barren sandstone passageways of a New Mexico canyon has thrown. Source: timesofindia.indiatimes.com
Elevate your workflow with the Dayak Ngaju Burial Site asset from Nusantara Art World. Find this & other Historic options on the Unity Asset Store. Source: assetstore.unity.com
MEXICO CITY Environmentalist groups accused Mexico's government of lying about the origins of a massive oil spill in the Gulf of Mexico, something authorities promptly denied. Source: www.manilatimes.net
Get the Aquarium fish - large pack package from Mixall and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
India should definitely look for a geographical diversification for gas to mitigate the risks posed by ongoing geopolitical tensions in the Middle East, according to Sandeep Jain, Former Executive Director (Gas) at Indian Oil Corporation Ltd. (IOCL). Source: economictimes.indiatimes.com
Migrant workers in Gulf Cooperation Council (GCC) countries face additional risks to both their lives and their socioeconomic rights due to the current regional conflict. Source: www.hrw.org
On 1 April 2016, the long-simmering conflict between Azerbaijan and Armenia erupted into what would later be known as the Four-Day War , a brief but decisive escalation that shattered illusions, redrew assumptions, and quietly set the stage for a far larger reckoning. Source: www.azernews.az
Pacific nations are not yet suffering large-scale petrol shortages but are already starting to grapple with the economic impacts of the war, with fuel price hikes threatening to drive up inflation. Source: www.abc.net.au
EV Sales March 2026: Electric vehicle sales in India soared in March, with electric cars up 49 and two-wheelers up 36 year-on-year. Fears of imminent price hikes and attractive discounts fueled consumer demand, leading to record-breaking monthly sales. Source: auto.economictimes.indiatimes.com
TORONTO, March 31, 2026 (GLOBE NEWSWIRE) -- Base Carbon Inc. (Cboe CA: BCBN) (OTCQX: BCBNF) with operations through its wholly-owned subsidiary, Base Source: montrealgazette.com
This article features open-source cybersecurity tools that are gaining attention for strengthening security across various environments. Source: www.helpnetsecurity.com
Contractors and members of the public who damage infrastructure belonging to the Guyana Power and Light (GPL) Inc. will now face legal action, as the company in... Source: kaieteurnewsonline.com
Global tensions are creating market dips. Vaibhav Sanghavi, CEO of ASK Hedge Solutions, sees this as a chance for long-term investors. He is bullish on consumer discretionary and staples, data centers, industrials, and private sector banks. Sanghavi advises patience and selectivity for a three- to five-year view. The current volatility presents a window for strategic investments. Source: economictimes.indiatimes.com
In normal times, as much as 14 of global maritime trade goes through the Bab el-Mandeb Strait. Disruption would be felt around the world. Source: theconversation.com
Gulf allies urge Trump to intensify efforts against Iran, seeking decisive military action to reshape regional stability and security. Source: www.thehindu.com
Trump again threatens widespread destruction in Iran if a deal is not reached shortly’ DUBAI, United Arab Emirates (AP) U.S. President Donald Trump on Monday threatened widespread destr... Source: www.winnipegfreepress.com
Weir's growth plan is built on philanthropic capital, global partnerships, and incubator style projects to bolster London, and support the regions. Source: wwd.com
Reconstructing continuous physical fields from sparse, irregular observations is a central challenge in scientific machine learning, particularly for systems governed by partial differential equations (PDEs). Existing physics-informed methods typically enforce governing equations as soft penalty terms during optimization, often leading to gradient imbalance, instability, and degraded physical consistency under limited data. We introduce the Physics-Guided Transformer (PGT), a neural architecture Source: arxiv.org
Deep learning models for drug-like molecules and proteins overwhelmingly reuse transformer architectures designed for natural language, yet whether molecular sequences benefit from different designs has not been systematically tested. We deploy autonomous architecture search via an agent across three sequence types (SMILES, protein, and English text as control), running 3,106 experiments on a single GPU. For SMILES, architecture search is counterproductive: tuning learning rates and schedules al Source: arxiv.org
Static regret to a single expert is often the wrong target for strictly online prediction under non-stationarity, where the best expert may switch repeatedly over time. We study Policy-Controlled Generalized Share (PCGS), a general strictly online framework in which the generalized-share recursion is fixed while the post-loss update controls are allowed to vary adaptively. Its principal instantiation in this paper is PCGS-TF, which uses a causal Transformer as an update controller: after round t Source: arxiv.org
Epileptic seizure prediction from electroencephalographic (EEG) recordings remains challenging due to strong inter-patient variability and the complex temporal structure of neural signals. This paper presents a patient-adaptive transformer framework for short-horizon seizure forecasting. The proposed approach employs a two-stage training strategy: self-supervised pretraining is first used to learn general EEG temporal representations through autoregressive sequence modeling, followed by patient- Source: arxiv.org
Matrix Renewables, the leading renewable energy company backed by TPG's impact investing platform, has entered into a long-term Battery Optimisation Agreement with EDF for a 500MW/1000MWh batt. . . Source: globalrenewablenews.com
Systematic literature reviews in the social sciences overwhelmingly follow arborescent logics -- hierarchical keyword filtering, linear screening, and taxonomic classification -- that suppress the lateral connections, ruptures, and emergent patterns characteristic of complex research landscapes. This research note presents the Rhizomatic Research Agent (V3), a multi-agent computational pipeline grounded in Deleuzian process-relational ontology, designed to conduct non-linear literature analysis Source: arxiv.org
Computationally expensive and time-consuming Bayesian atmospheric retrievals pose a significant bottleneck for the rapid analysis of high-quality exoplanetary spectra from present and next generation space telescopes, such as JWST and Ariel. As these missions demand more complex atmospheric models to fully characterize the spectral features they uncover, they will benefit from data-driven analysis techniques such as machine and deep learning. We introduce and detail a novel approach that uses a Source: arxiv.org
No publicly available, ML ready datasets exist for wildlife health conditions in camera trap imagery, creating a fundamental barrier to automated health screening. We present a pipeline for generating synthetic training images depicting alopecia and body condition deterioration in wildlife from real camera trap photographs. Our pipeline constructs a curated base image set from iWildCam using MegaDetector derived bounding boxes and center frame weighted stratified sampling across 8 North American Source: arxiv.org
Vision Transformers have shown tremendous success in numerous computer vision applications; however, they have not been exploited for stress assessment using physiological signals such as Electrocardiogram (ECG). In order to get the maximum benefit from the vision transformer for multilevel stress assessment, in this paper, we transform the raw ECG data into 2D spectrograms using short time Fourier transform (STFT). These spectrograms are divided into patches for feeding to the transformer encod Source: arxiv.org
Despite advances in the Transformer architecture, their effectiveness for long-term time series forecasting (LTSF) remains controversial. In this paper, we investigate the potential of integrating explicit periodicity modeling into the self-attention mechanism to enhance the performance of Transformer-based architectures for LTSF. Specifically, we propose PENGUIN, a simple yet effective periodic-nested group attention mechanism. Our approach introduces a periodic-aware relative attention bias to Source: arxiv.org
Transformer-based language models achieve strong performance across NLP tasks, but their quadratic parameter scaling with hidden dimension makes deployment on resource-constrained hardware expensive. We study Matrix Product Operator (MPO) decomposition as a principled compression method for transformers. MPO factorises weight matrices into chains of low-rank cores, with approximation quality controlled by the bond dimension chi. We replace every nn.Linear layer in PicoGPT, a GPT-2-style characte Source: arxiv.org
With the advancement of large language models (LLMs) in their knowledge base and reasoning capabilities, their interactive modalities have evolved from pure text to multimodality and further to agentic tool use. Consequently, their applications have broadened from question answering to AI assistants and now to general-purpose agents. Deep research (DR) represents a prototypical vertical application for general-purpose agents, which represents an ideal approach for intelligent information process Source: arxiv.org
Early and precise identification of plant diseases, especially in potato crops is important to ensure the health of the crops and ensure the maximum yield . Potato leaf diseases, such as Early Blight and Late Blight, pose significant challenges to farmers, often resulting in yield losses and increased pesticide use. Traditional methods of detection are not only time-consuming, but are also subject to human error, which is why automated and efficient methods are required. The paper introduces a n Source: arxiv.org
Private equity investments in Indias real estate sector rebounded sharply in 2025, rising 59 to 6.7 billion, led by office, data centres and residential assets. Strong macro fundamentals, easing rates and foreign investor dominance supported inflows, while land investments signal a robust pipeline of future institutional-grade developments. Source: economictimes.indiatimes.com
RocketBoots clinches 3.3m activation contract with global retailer for AI loss-prevention; adds to 9.1m ARR, EU rollout underway, US in June. Source: smallcaps.com.au
With cost overruns and extensive delays, the public must demand accountability. Those in charge of the Gas to Energy project and GPL must be held accountable fo... Source: kaieteurnewsonline.com
Commenting on The Crown Estate's announcement that it will launch a new leasing round for offshore wind projects next year (Leasing Round 6), which will aim to secure around 6 gigawatts of new r. . . Source: globalrenewablenews.com
ScottishPower, the Iberdrola Groups's UK subsidiary, is making steady progress on the development of the East Anglia TWO offshore wind farm, one of the most significant renewable energy projec. . . Source: globalrenewablenews.com
Enersea has completed the detailed design of two offshore substation jackets for the Hornsea 3 offshore wind farm. The two jackets, Link 01 and Link 02, weigh approximately 3,500 tonnes, and will supp. . . Source: globalrenewablenews.com
DNA sequence classification requires not only high predictive accuracy but also the ability to uncover latent site interactions, combinatorial regulation, and epistasis-like higher-order dependencies. Although the standard Transformer provides strong global modeling capacity, its softmax attention is continuous, dense, and weakly constrained, making it better suited for information routing than explicit structure discovery. In this paper, we propose a Boltzmann-machine-enhanced Transformer for D Source: arxiv.org
This work presents a new Hybrid Dense SwinV2, a two-branch framework that jointly leverages densely connected convolutional features and hierarchical customized Swin Transformer V2 (SwinV2) representations for cassava disease classification. The proposed framework captures high resolution local features through its DenseNet branch, preserving the fine structural cues and also allowing for effective gradient flow. Concurrently, the customized SwinV2 models global contextual dependencies through t Source: arxiv.org
EDP, a global leader in renewable energy, has added 90 MW of renewable capacity to the electricity system, by bringing into operation two new photovoltaic plants in Navarra, known as Cierzo II (42 MW). . . Source: globalrenewablenews.com
Defensive coverage schemes in the National Football League (NFL) represent complex tactical patterns requiring coordinated assignments among defenders who must react dynamically to the offense's passing concept. This paper presents a factorized attention-based transformer model applied to NFL multi-agent play tracking data to predict individual coverage assignments, receiver-defender matchups, and the targeted defender on every pass play. Unlike previous approaches that focus on post-hoc coverag Source: arxiv.org
With today's (March 20) groundbreaking ceremony for the L beritz wind farm in Saxony-Anhalt, the VSB Group is consistently advancing its European growth strategy: repowering existing sites combin. . . Source: globalrenewablenews.com
Diffusion models have significantly reshaped the field of generative artificial intelligence and are now increasingly explored for their capacity in discriminative representation learning. Diffusion Transformer (DiT) has recently gained attention as a promising alternative to conventional U-Net-based diffusion models, demonstrating a promising avenue for downstream discriminative tasks via generative pre-training. However, its current training efficiency and representational capacity remain larg Source: arxiv.org
Machine learning (ML) is shaping our exploration of topological matter, whose existence is inherently tied to the geometry of quantum states or energy spectra. In non-Hermitian systems, distinctive spectral geometry can lead to topological braiding of complex-energy bands, yet directly probing this topology-geometry interplay remains challenging. Here, we introduce a Transformer-based ML framework to capture this interplay and experimentally demonstrate it in a dissipative cold-atom simulator. U Source: arxiv.org
Diffusion Transformers (DiT) are powerful generative models but remain computationally intensive due to their iterative structure and deep transformer stacks. To alleviate this inefficiency, we propose textbf{FastCache}, a hidden-state-level caching and compression framework that accelerates DiT inference by exploiting redundancy within the model's internal representations. FastCache introduces a dual strategy: (1) a spatial-aware token selection mechanism that adaptively filters redundant Source: arxiv.org
The S&P BSE Sensex lost 1,066.36 points to 72,516.86, while the NSE Nifty50 was down by 316.30 points to 22,503.30 as of 9:21 am. Source: www.indiatoday.in
The outfielder is still under team control through 2030, but a longer-term deal isn't yet in the cards. Visit MLB Trade Rumors for more details. Source: www.mlbtraderumors.com
Market corrections can create opportunities in quality REITs. Here are three types of Singapore REITs worth watching if prices fall sharply. Source: thesmartinvestor.com.sg
Priyadarshan defended Dhurandhar 2 amid propaganda criticism, saying the film reflects truth and has been widely accepted by audiences. He also praised Aditya Dhar’s journey, calling his success a matter of pride. Source: www.indiatoday.in
In an interview published Sunday in the Financial Times, US President Donald Trump announced his preference to take the oil from Iran a massive expansion of the US war of aggression that would only be possible through a ground invasion of the country. Source: www.wsws.org
India Business News: Stock market recommendations: Ipca Laboratories, and AU Small Finance Bank are the stocks that Motilal Oswal Wealth Management Research Desk recommend. Source: timesofindia.indiatimes.com
Oil prices surged Monday as Yemeni Houthis attacked Israel, escalating the Middle East conflict. Brent crude neared record monthly gains, driven by fears of disrupted shipping lanes in the Red Sea and Bab el-Mandeb. Saudi exports are rerouting, with potential disruptions impacting global supply. Ceasefire talks are underway amidst rising tensions. Source: economictimes.indiatimes.com
KYIV Ukrainian President Volodymyr Zelenskiy said he discussed a possible security partnership on Sunday (March 29) with Jordan's King Abdullah over defending against drone attacks amid rising tensions over the Iran conflict. We discussed a possible partnership in the security sphere and the overall situation in the Middle East and the Gulf region, Zelenskiy wrote on Telegram.Zelenskiy is seeking support... Source: www.asiaone.com
According to a statement by CISF, personnel from CISF (QRT, BDDS, Dog Squad), Delhi Police, NSG, BCAS, DGCA, Delhi Fire Service, ARFF (DIAL) and Medical Services participated Source: www.deccanchronicle.com
The government of Guyana through the Ministry of Public Works on Friday made it clear that its decision to take control of 22 public roads was necessary due to longstanding neglect. Source: kaieteurnewsonline.com
There is a well-known story about Archimedes, that mathematician and scientist. One day he leapt from his bath and ran sprinting naked through the streets, shouting Eureka! Eureka! upon discovering the principle of buoyancy. Source: kaieteurnewsonline.com
WASHINGTON (AP) As they fled an Iranian missile strike, some Israelis with Android phones received a text offering a link to real-time information about bomb shelters. But instead of a helpful app,... Source: www.winnipegfreepress.com
DC announced they will publish DC All-In Saga: Darkseid Vs The World by Scott Snyder and Sanford Greene this year... Absolute Crisis in 2027? Source: bleedingcool.com
Chandigarh: City administrators have launched an aggressive drive to transition Chandigarh from bottled gas to piped infrastructure, aiming to quintup. Source: timesofindia.indiatimes.com
WASHINGTON - With global energy prices up and his job approval ratings down, Donald Trump faces stark choices after a month of war against Iran: cut a potentially flawed deal and get out, or escalate militarily and risk a prolonged conflict that could consume his presidency.Despite a flurry of diplomatic activity, Trump ends another week of the joint US-Israeli campaign... Source: www.asiaone.com
Internships are disappearing in India. Freshers, who once entered jobs after a string of internships, now join as trainees with zero experience. Since spots for these trainees are limited, capable candidates are being sifted out who earlier had a chance. The crisis is exacerbating the lack of skills that young professionals miss out on during their education. Source: www.indiatoday.in
Aluminium Bahrain (Alba) (ALBH), which operates the world’s largest aluminum smelter at a single site, confirmed on Sunday that its facilities were targeted Source: stockmarketwatch.com
Town leaders are set to meet on Tuesday, April 14. Apex is the latest to consider banning data center development. Officials say they want more time to discuss giant sites in the town. Source: www.wral.com
L3Harris Technologies recently installed its VAMPIRE counter-unmanned system aboard a GM Defense Infantry Squad Vehicle (ISV), demonstrating a mobile solution to take out drone threats. Source: interestingengineering.com
President Donald Trump’s conflicting signals over the future of the war in Iran have spurred deepening frustration among GOP lawmakers and allies who fear the administration still lacks a clear endgam... Source: www.yahoo.com
The 3-minute-video See the video there, if it doesn’t display up here. Context Why Taskcluster? It’s a fairly common practice to build and test every ... Source: johanlorenzo.github.io
THE emergence and listing of Econet InfraCo represents a decisive structural shift in how African telecommunications groups are reconfiguring themselves for the data economy. No longer confined to voice and connectivity, the sector is undergoing a deep transformation into a capital-intensive, compute-driven infrastructure class. When viewed in tandem with Cassava Technologies and its backbone network [ ] Source: thezimbabwemail.com
Last month I got an email from a friend’s daughter asking me for advice about breaking into the startup world. My advice to her was to learn to program. I'm not sure that's what she wanted to hear,... Source: foundersatwork.posthaven.com
While there were no traditional IPOs this past week, three blank check companies priced, and several sizable deals joined the pipeline. Read more here. Source: seekingalpha.com
The incomplete Gas-to-Energy (GTE) project, which was expected to slash electricity cost to consumers by 50 since 2024 is yet to be completed, costing Guyana a... Source: kaieteurnewsonline.com
The attack carried out during the US-Israel war of annihilation against Iran, T rkiye’s eastern neighbor points to the danger of escalation and expansion in the Ukraine war. Source: www.wsws.org
India's metabolic therapy market is transforming post-semaglutide patent expiry, shifting to a competitive, volume-driven model. With significant price drops and increased launches, demand is surging among millions needing obesity management. Broader specialist adoption and a growing prescriber base are fueling this expansion, promising substantial market growth. Source: economictimes.indiatimes.com
Originally posted by Adam Hamilton at ZealLLC: Gold’s performance during Trump’s Iran war has been quite ugly, worrying traders. Usually geopolitical shocks boost gold, and effectively shutting down the world’s most-important oil-and-LNG artery could be the biggest of our lifetimes. Yet gold Source: dollarcollapse.com
Growing concerns over China's rapid advances in artificial intelligence (AI) are driving an unprecedented alignment between US lawmakers and Silicon Valley, with both sides increasingly viewing the technology race as a strategic and economic battle, a report said. Source: cio.economictimes.indiatimes.com
Elevate your workflow with the MAR-Low_Poly_Gas_Station_Pack asset from MAR_0237. Find this & other Urban options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the MAR-Low Poly Subway Platform Pack asset from MAR_0237. Find this & other Urban options on the Unity Asset Store. Source: assetstore.unity.com
The remix has always been electronic music's secret weapon. Before streaming algorithms, before festival headliner bookings, before the genre had its own Grammy category the remix was the mechanism by which electronic producers inserted themselves into popular culture. DJs took pop songs people already loved and rebuilt them for dancefloors. Hip-hop producers found their [ ] Source: www.edmsauce.com
An Iranian missile strike targeted the Prince Sultan Air Base in Saudi Arabia on Friday, marking a significant escalation in the month-long regional conflict. Source: stockmarketwatch.com
VANCOUVER BC Hydro says it’s relocating and repurposing the majority of its work camp for building the Site C hydroelectric dam to support the construction of the North Coast Transmissio... Source: www.winnipegfreepress.com
As a rental property owner in 2026, you aren’t just competing with the house down the street; you are competing with a market that has become increasingly Source: www.zerotoskill.com
Braden Kelley is a popular innovation keynote speaker creating workshops, masterclasses, webinars, tools, and training for organizations on innovation, design t... Source: bradenkelley.com
Indian transport workers protest over wages and against privatisation; Australian mining workers denied pay over partial strikes; New Zealand firefighters’ strikes continue. Source: www.wsws.org
Gas giants Woodside, Santos and Chevron confirm they have suffered production outages at its gas as a result of Severe Tropical Cyclone Narelle. Source: www.abc.net.au
Assemblymember Chris Ward, D-San Diego, is leading an effort to get California to fund ailing public media stations in this year’s state budget. Source: www.kpbs.org
Chandigarh:Residential societies and households in Chandigarh face a three-month deadline to transition to piped natural gas (PNG) or risk losing thei. Source: timesofindia.indiatimes.com
Alabama water fluoride not added, residents not told In Birmingham, Alabama, fluoride has reportedly not been added to most drinking water for at least two years, yet the public Source: alltoc.com
AMC cancels Talamasca after one season AMC has canceled Talamasca: The Secret Order after just one season, ending the network’s attempt to build out Anne Rice’s Immortal Universe Source: alltoc.com
Violence in public and semi-public environments poses a significant threat to social safety and requires timely intervention to prevent escalation and harm. The... Source: www.nature.com
Looking for the best Christian music labels to follow, submit music to, or understand the faith-based music industry landscape? From major label powerhouses like Sony Provident to innovative independent labels like AXIOM Label Group (leading Christian EDM/chillout), discover the labels shaping Christian music across genres. The Christian music industry has evolved dramatically beyond traditional worship [ ] Source: www.edmsauce.com
As a programmer, I spend most of my time in a terminal application like Kitty. I use Neovim as my code editor. I use CLI based AI agents. But the biggest pain, even in 2026, is that there is no terminal that can render complex scripts like Indic languages or Arabic. This is a significant limitation for me, as most of my work involves language processing. In this article, I will give a brief overview of why this issue remains unsolved covering the character-cell grid model, width measurement, a Source: thottingal.in
International News: Iran is reportedly setting up traps and deploying additional military personnel and air defences on Kharg Island in anticipation of a potential US ope. Source: timesofindia.indiatimes.com
LPG shortage: There has been no change in the prices of domestic and commercial LPG cylinder prices in Delhi, Mumbai, Chennai, Kolkata and other cities on March 26, 2026. The government has said that there is no shortage of LPG in the country and urged people not to indulge in panic buying. Households in areas with available piped natural gas (PNG) infrastructure must switch from LPG within three months or face supply cessation, the government has said. Source: economictimes.indiatimes.com
Dem boys seh sovereignty ain’t a shirt yuh does wear only when yuh going out; is something yuh supposed to keep on all the time yes, even when big people watching. Because if yuh only sovereign when it convenient, then yuh just dressing up independence like carnival costume. Source: kaieteurnewsonline.com
The Iran war has deflected global attention from Russia’s all-out invasion of its neighbor Ukraine as Europe’s biggest conflict since World War II enters its fifth year and an emboldened Kremlin under... Source: www.winnipegfreepress.com
The result expresses the rejection of reactionary policies of war, genocide and authoritarianism, reflecting intensifying global working class opposition. Source: www.wsws.org
By Pallavi Soni In a recent geopolitical scenario, more and more people are interested in knowing how the energy, oil, and gas sectors will look in the future and how quantum will help build better opportunities for Source: quantumcomputingreport.com
This blog discusses the steganography, cloud abuse, and email-based backdoors used against the Ukrainian defense supply chain in the latest Pawn Storm campaign that TrendAI Research observed and analyzed. This article has been indexed from Trend Micro Research, News and Perspectives Read the original Read more Source: www.itsecuritynews.info
Exide invests 450 crore in EV battery arm as Bengaluru gigafactory nears commissioning, with production set for FY26 and strong demand visibility from auto partners. Source: www.thehindubusinessline.com
As the Trump administration surges thousands of ground troops toward the Persian Gulf, the White House threatened Tuesday to massively escalate its war of aggression against Iran unless it accepts US demands. Source: www.wsws.org
Elevate your workflow with the Nusantara Firearms asset from Nusantara Art World. Find this & other Weapons options on the Unity Asset Store. Source: assetstore.unity.com
Israel's military said Thursday its forces had carried out a wave of strikes across Iran, as Tehran continues to insist that it will not negotiate on a peace de... Source: www.france24.com
India’s infrastructure projects report Rs 5.66 lakh crore cost overrun, with total revised cost nearing Rs 42 lakh crore, led by transport and railway sectors. Source: www.thehindubusinessline.com
In the month since the US-Israeli war against Iran began, the United States has been shaken by an accelerating eruption of class struggle. Source: www.wsws.org
The European Union, scrambling to fill a natural gas deficit created by the shutdown of Qatar’s LNG exports, is experiencing a classic FAFO’ moment in its U.S. Source: dailycaller.com
Nina Lee, an award-winning, Black filmmaker, pleaded with fans to go see You, Me & Tuscany, noting the new rom-com's box office results could greatly impact her career. Source: www.thewrap.com
Congress MPs and MLAs switching sides just before elections is a script that is so familiar that it barely surprises anymore. Over the past decade, over 200 MLAs and MPs have joined the BJP, with Congress accounting for around 40 of the defectors. It is not merely the decline of one party and the rise of another. It is something more layered: the absorption of a political ecosystem. Source: www.indiatoday.in
China can help set new rules and standards in emerging domains such as AI, says Singapore Prime Minister Lawrence Wong at the Boao Forum. Source: www.channelnewsasia.com
The central government, through its policy measures, has managed to keep the impact of the shortage very limited, the BJP said in a statement. Source: www.livemint.com
India has commissioned 8,000 TPA green hydrogen capacity, with costs below Rs 400/kg, aiming for 5 MMT by 2030 under the National Green Hydrogen Mission. Source: www.thehindubusinessline.com
Countries across Asia are moving to protect their energy supplies after Iran effectively blockaded the crucial Strait of Hormuz passage in response to the United States and Israel's attacks. Source: www.abc.net.au
On Tuesday, as US President Donald Trump declared that the United States had won its undeclared and illegal war against Iran and claimed negotiations are ongoing, US media reports made clear that the military buildup targeting the country is only expanding. Source: www.wsws.org
Emergency vehicle (EV) response time is a critical determinant of survival outcomes, yet deployed signal preemption strategies remain reactive and uncontrollable. We propose a return-conditioned framework for emergency corridor optimization based on the Decision Transformer (DT). By casting corridor optimization as offline, return-conditioned sequence modeling, our approach (1) eliminates online environment interaction during policy learning, (2) enables dispatch-level urgency control through a Source: arxiv.org
Deep learning techniques for rumor detection typically utilize Graph Neural Networks (GNNs) to analyze post relations. These methods, however, falter due to over-smoothing issues when processing rumor propagation structures, leading to declining performance. Our investigation into this issue reveals that over-smoothing is intrinsically tied to the structural characteristics of rumor propagation trees, in which the majority of nodes are 1-level nodes. Furthermore, GNNs struggle to capture long-ra Source: arxiv.org
Biological AI models increasingly predict complex cellular responses, yet their learned representations remain disconnected from the molecular processes they aim to capture. We present CDT-III, which extends mechanism-oriented AI across the full central dogma: DNA, RNA, and protein. Its two-stage Virtual Cell Embedder architecture mirrors the spatial compartmentalization of the cell: VCE-N models transcription in the nucleus and VCE-C models translation in the cytosol. On five held-out genes, CD Source: arxiv.org
President Trump has threatened to destroy Iran's power stations if the Strait of Hormuz is not opened. Human rights officials say this could be a violation of international law. Such attacks on civilian infrastructure are considered war crimes. This rhetoric raises concerns about escalating tensions and eroding protections for civilians in conflict. Source: economictimes.indiatimes.com
US-Israel-Iran War: Oil and gas refineries and hubs are up in flames not just in the Middle East, but also in Russia and the US. Crude oil prices have surged over 100 a barrel. With the energy infrastructure in the Middle East likely to take years to be rebuilt, the world could be set for the biggest oil disruption in history. Source: www.indiatoday.in
Macmahon has lined up 440 million worth of work for restarting mothballed precious metal projects, after securing its second major mine revival contract this week. Source: www.businessnews.com.au
S&P Global raises India FY27 growth forecast to 7.1 , but flags risks from oil prices, geopolitics and inflation as growth is seen moderating. Source: www.thehindubusinessline.com
An extreme hard-sided 4x4 camper rig for under 30,000? That's exactly what Dacia launched a few years ago in adding an overnight Sleep Pack to its venerable Duster and Jogger utility vehicles. Now the Romanian badge expands its in-vehicle camping series out to new vehicles and new components. Source: newatlas.com
From Panipat to Surat and Barauni, recent protests by workers constructing crucial petroleum oil refineries across India flag stagnant wages and precarious cont... Source: www.newslaundry.com
Petroleum Ministry directs reforms to enhance natural gas infrastructure, streamline approvals, and ease transition from LPG to PNG. Source: www.thehindu.com
HONG KONG, March 25, 2026 /PRNewswire/ -- Akeso, Inc. (9926.HK) ('Akeso' or the 'Company') announced today that it has received clearance from the Center for Drug Evaluation (CDE) of China's National Medical Products Administration (NMPA) to initiate Phase II clinical trials for AK146D1, a first-in-class Trop2 /Nectin4 bispecific antibody-drug conjugate (ADC), and AK138D1, an innovative HER3-targeting ADC. Source: www.manilatimes.net
Israel Iran Day 26 News Updates: The West Asia war is escalating on its 26th day. Strikes are intensifying across Iran, Israel, and Lebanon. The conflict's reach is widening, impacting critical infrastructure like Kuwait International Airport. Diplomatic tensions are also rising with Lebanon expelling Iran's ambassador-designate. The United States is deploying more troops while proposing a peace deal to Iran. Source: economictimes.indiatimes.com
This is the second major incident at a US refinery in the past five months, following an explosion at the El Segundo Chevron refinery which rocked much of the Los Angeles area last October. Source: www.wsws.org
India notifies new gas pipeline order to fast-track PNG expansion, improve energy security and ease approvals amid LNG supply concerns linked to Hormuz tensions. Source: www.thehindubusinessline.com
The oil-to-telecom giant promised to transform India’s energy landscape. But its underdelivery in KG-D6 has proven costly for the country, and there’s no quick fix for it Source: the-ken.com
Behind every hyperscale data centre lies a global free market of energy, copper, and logistics that must be discussed just as much as artificial intelligence. T... Source: www.realclearmarkets.com
SINGAPORE Oil prices rose on Tuesday on supply fear, as Iran denied it had talks with the United States to end the war in the Gulf, contradicting... Source: www.koreatimes.co.kr
A massive explosion at Valero Refinery in Port Arthur, Texas, prompts emergency shelter-in-place alert for nearby residents. Source: www.thehindubusinessline.com
Iran denied on Monday that it had engaged in negotiations with the United States, after President Donald Trump postponed a threat to bomb Iran's power grid, because of what he described as productive talks with unidentified Iranian officials. Source: kaieteurnewsonline.com
Gold extended its slide, deepening its grip in bear market territory as investors continued to unwind positions and a strong dollar sapped demand. Source: www.cnbc.com
Officials say a large explosion at an oil refinery near the Texas coast has shot plumes of smoke into the air and forced nearby residents to shelter in place Source: abcnews.com
What is unfolding in Slovakia right now is being described as fuel tourism, but that term itself is misleading because it suggests something abnormal when Source: www.armstrongeconomics.com
Indian stock markets opened sharply higher on Tuesday. The Sensex and Nifty gained over 1.5 percent each. This rise followed a brief pause in US bombing of Iran. Positive global cues also boosted investor sentiment. Asian Paints and IndiGo were among the top gainers. The rupee also strengthened against the US dollar. Source: economictimes.indiatimes.com
PORT ARTHUR, Texas (AP) A large explosion at an oil refinery near the Texas coast on Monday shot plumes of smoke into the air and forced nearby residents to shelter in place, according to officials. Source: www.winnipegfreepress.com
On Wednesday, March 18, during the third week of the war with Iran, the New York Post broke a striking higher-education story. According to the report, the children of six Source: jamesgmartin.center
Digital Surface Model generation from satellite imagery is a core task in Earth observation and is commonly addressed using classical stereoscopic matching algorithms in satellite pipelines as in the Satellite Stereo Pipeline (S2P). While recent learning-based stereo matchers achieve state-of-the-art performance on standard benchmarks, their integration into operational satellite pipelines remains challenging due to differences in viewing geometry and disparity assumptions. In this work, we inte Source: arxiv.org
Stand-up comedy, and humor in general, are often studied through their verbal content. Yet live performance relies just as much on embodied presence and audience feedback. We introduce TIC-TALK, a multimodal resource with 5,400+ temporally aligned topic segments capturing language, gesture, and audience response across 90 professionally filmed stand-up comedy specials (2015-2024). The pipeline combines BERTopic for 60 s thematic segmentation with dense sentence embeddings, Whisper-AT for 0.8 s l Source: arxiv.org
Rejection in sales isn't personal. Ray Higdon shows you how to stay confident, build a no-quota mindset, and stop letting nos derail your business. Source: rayhigdon.com
Aspect-based recommendation methods extract aspect terms from reviews, such as price, to model fine-grained user preferences on items, making them a critical approach in personalized recommender systems. Existing methods utilize graphs to represent the relationships among users, items, and aspect terms, modeling user preferences based on graph neural networks. However, they overlook the dynamic nature of user interests - users may temporarily focus on aspects they previously paid little attentio Source: arxiv.org
The final stages of stellar evolution can be constrained by studying pre-SN variability. The incredible amount of data coming from the upcoming Rubin Legacy Survey of Space and Time (LSST) will be fundamental to this type of work. However, robustly measuring pre-SN variability can be hard, as even state-of-the-art image subtraction pipelines struggle when the target is embedded in a bright nearby galaxy. We developed Detection Efficiency and Threshold Estimation for Characterization of Transient Source: arxiv.org
Constructing behavioral-level chiplet models (e.g., SystemC) is crucial for early-stage heterogeneous architecture exploration. Traditional manual modeling is notoriously time-consuming and error-prone. Recently, Large Language Models (LLMs) have demonstrated immense potential in automating hardware code generation. However, existing LLM-assisted design frameworks predominantly target highly structured or well-defined design specifications. In practical engineering scenarios, raw datasheets typi Source: arxiv.org
View transformers process multi-view observations to predict actions and have shown impressive performance in robotic manipulation. Existing methods typically extract static visual representations in a view-specific manner, leading to inadequate 3D spatial reasoning ability and a lack of dynamic adaptation. Taking inspiration from how the human brain integrates static and dynamic views to address these challenges, we propose Cortical Policy, a novel dual-stream view transformer for robotic manip Source: arxiv.org
Tor is a low-latency anonymous communication network that protects user privacy by encrypting website traffic. However, recent website fingerprinting (WF) attacks have shown that encrypted traffic can still leak users' visited websites by exploiting statistical features such as packet size, direction, and inter-arrival time. Most existing WF attacks formulate the problem as a single-tab classification task, which significantly limits their effectiveness in realistic browsing scenarios where user Source: arxiv.org
Machine learning techniques, such as Transformers and Long Short-Term Memory (LSTM) networks, play a crucial role in Symbolic Music Generation (SMG). Existing literature indicates a difference between LSTMs and Transformers regarding their ability to model local melodic continuity versus maintaining global structural coherence. However, their specific properties within the context of SMG have not been systematically studied. This paper addresses this gap by providing a fine-grained comparative a Source: arxiv.org
Full data acquisition in MRI is inherently slow, which limits clinical throughput and increases patient discomfort. Compressed Sensing MRI (CS-MRI) seeks to accelerate acquisition by reconstructing images from under-sampled k-space data, requiring both an optimal sampling trajectory and a high-fidelity reconstruction model. In this work, we propose a novel active sampling framework that leverages the inherent discrete structure of a pretrained medical image tokenizer and a latent transformer. By Source: arxiv.org
Transformers have achieved remarkable progress in time series forecasting, yet their reliance on deterministic dot-product attention limits their capacity to model uncertainty and nonlinear dependencies across multivariate temporal dimensions. To address this limitation, we propose FISFormer, a Fuzzy Inference System-driven Transformer that replaces conventional attention with a FIS Interaction mechanism. In this framework, each query-key pair undergoes a fuzzy inference process for every featur Source: arxiv.org
We propose DepthTCM, a physics-aware end-to-end framework for depth map compression. In our framework of DepthTCM, the high-bit depth map is first converted to a conventional 3-channel image representation losslessly using a method inspired by a physical sinusoidal fringe pattern based profiliometry system, then the 3-channel color image is encoded and decoded by a recently developed Transformer-CNN mixed neural network architecture. Specifically, DepthTCM maps depth to a smooth 3-channel using Source: arxiv.org
Commenting on the strikes, Iranian state TV said that the attack was a response’ to a previous Israeli strike on its own nuclear facility at Natanz, while Israel labelled the attacks a war crime’, claiming that children had been injured as well. Source: www.livemint.com
NAIROBI, Kenya (AP) China’s decision to end value-added tax rebates on solar panel exports and phase out incentives for making battery storage equipment could push up the cost of solar installations... Source: www.winnipegfreepress.com
Alistair Routledge has fired the first shot in a well-rehearsed campaign of persuasion. His triumphant declaration that ExxonMobil Guyana will wipe its Stabroek Block cost bank clean by year’s end thanks to US 100 oil and surging output is no neutral bulletin. It is a flare launched into the public sky, meant not to inform but to warn: don’t get ideas. It’s Exxon’s polite way of saying, the table is set, but wait your turn. Source: kaieteurnewsonline.com
Rest of World News: A second power outage in five days and the third this month left Cuba without electricity on Saturday, with authorities later attributing it to an . Source: timesofindia.indiatimes.com
Former Cuban president Fidel Castro's enigmatic lineage could form part of Donald Trump's shadowy plans to take or strike a deal with the Caribbean nation. Source: www.abc.net.au
On an ordinary Saturday afternoon in the Houston area, life carried on as usual for many residents kids playing in backyards, families grilling burgers, and Source: commstrader.com
Regional tensions reached a new flashpoint early Sunday as a series of coordinated aerial threats targeted critical infrastructure in Saudi Arabia and Kuwait. Source: stockmarketwatch.com
India faces serious energy security risks due to disruptions near the Strait of Hormuz. LPG supplies are particularly vulnerable, with a large percentage of imports transiting this vital waterway. Damage to refining infrastructure and logistical challenges could lead to prolonged shortages of refined products. India's crude oil reserves offer limited protection. Alternative shipping routes also present constraints. Source: economictimes.indiatimes.com
Cuba’s power grid collapsed Saturday leaving the country without electricity for a third time in March as the communist government battles with a decaying infrastructure and a U.S.-imposed oil blockade. The state-owned Cuban Electric Union reported a total blackout across the island without giving a cause for the outage. Authorities Source: japantoday.com
Power outages, whether nationwide or regional, have become relatively common in the last two years due to breakdowns in the ageing infrastructure. The breakdowns are compounded by daily blackouts of up to 12 hours caused by fuel shortages, which also destabilise the system. Source: www.indiatoday.in
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