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
More than a year after deadly wildfires swept through Los Angeles communities, California launched an investigation into claims of delays in issuing warnings to historically Black neighborhoods which could have increased the death toll. Source: www.rte.ie
Cybersecurity researchers have identified multiple coordinated cyber espionage campaigns targeting organizations connected to India’s defense sector and government ecosystem. These operations are designed to infiltrate both Windows and Linux systems using remote access trojans that allow attackers to steal Read more Source: www.itsecuritynews.info
The US sent around 6,000 terminals to Iran in an unprecedented, direct attempt to deliver internet freedom to regime-stifled protestors, according to officials cited by the outlet. Source: www.jpost.com
Los Angeles CA (SPX) Feb 13, 2026 - A major water system activation at the Thad Cochran Test Stand (B-2) has moved NASA Stennis Space Center a step closer to Green Run testing of the exploration upper stage for the Artemis IV mission. Source: www.spacedaily.com
Los Angeles CA (SPX) Feb 13, 2026 - Raytheon, an RTX business, has demonstrated the Coyote Block 3 Non-Kinetic system defeating multiple drone swarms during a recent U.S. Army exercise in the United States. The event highlighted the s Source: www.spacewar.com
Sydney, Australia (SPX) Feb 13, 2026 - Stoke Space Technologies has expanded its previously announced Series D financing round to a total of 860 million dollars as it advances work on its fully and rapidly reusable Nova launch vehicle an Source: www.spacedaily.com
Indian stock markets fell sharply on 13 February 2026 due to heavy IT selling, weak global cues and rising volatility. Sensex and Nifty fell around 1 percent, w... Source: www.freepressjournal.in
Blue Finch Films has closed a raft of international sales for horror-comedy 'Hold The Fort,' it was revealed at Berlin's European Film Market. Source: variety.com
HARRISBURG, Pa. (AP) As outrage spreads over energy-hungry data centers, politicians from President Donald Trump to local lawmakers have found rare bipartisan agreement over insisting that tech comp... Source: www.winnipegfreepress.com
Indian government bond yields saw early declines reversed as traders took profits after a rally, awaiting new auction supply. The benchmark 10-year yield edged higher, hovering around 6.67 . This comes as the government manages debt ahead of significant maturities, while retail inflation returned to the central bank's target band. Source: economictimes.indiatimes.com
Bragg coherent diffraction imaging (BCDI) phase retrieval becomes rapidly difficult in the strong-phase regime, where a crystal contains distortions beyond half a lattice spacing. An important special case is the phase domain problem, where blocks of a crystal are displaced with sharp jumps at domain walls. The strong-phase, here defined as beyond pm /2 , generates split Bragg peaks and dense fringe structure for which classical iterative solvers often stagnate or return different solutions Source: arxiv.org
Transformer hidden states encode information as high-dimensional vectors, yet whether direction (orientation in representational space) and magnitude (vector norm) serve distinct functional roles remains unclear. Studying Pythia-family models, we discover a striking cross-over dissociation: angular perturbations cause up to 42.9 more damage to language modeling loss, while magnitude perturbations cause disproportionately more damage to syntactic processing (20.4 vs.1.6 accuracy drop on subject Source: arxiv.org
Time series forecasting is crucial for the World Wide Web and represents a core technical challenge in ensuring the stable and efficient operation of modern web services, such as intelligent transportation and website throughput. However, we have found that existing methods typically employ a strategy of embedding each time step as an independent token. This paradigm introduces a fundamental information bottleneck when processing long sequences, the root cause of which is that independent token Source: arxiv.org
State-space models (SSMs) offer efficient sequence modeling but lag behind Transformers on benchmarks that require in-context retrieval. Prior work links this gap to a small set of attention heads, termed Gather-and-Aggregate (G&A), which SSMs struggle to reproduce. We propose *retrieval-aware distillation*, which converts a pretrained Transformer into a hybrid student by preserving only these retrieval-critical heads and distilling the rest into recurrent heads. We identify the essential heads Source: arxiv.org
Urdu, as a low-resource language, lacks effective semantic content recommendation systems, particularly in the domain of personalized news retrieval. Existing approaches largely rely on lexical matching or language-agnostic techniques, which struggle to capture semantic intent and perform poorly under varying query lengths and information needs. This limitation results in reduced relevance and adaptability in Urdu content recommendation. We propose ULTRA (Urdu Language Transformer-based Recommen Source: arxiv.org
Learning solution operators for systems with complex, varying geometries and parametric physical settings is a central challenge in scientific machine learning. In many-query regimes such as design optimization, control and inverse problems, surrogate modeling must generalize across geometries while allowing flexible evaluation at arbitrary spatial locations. In this work, we propose Arbitrary Geometry-encoded Transformer (ArGEnT), a geometry-aware attention-based architecture for operator learn Source: arxiv.org
While state-of-the-art language models (LMs) surpass the vast majority of humans in certain domains, their reasoning remains largely opaque, undermining trust in their output. Furthermore, while autoregressive LMs can output explicit reasoning, their true reasoning process is opaque, which introduces risks like deception and hallucination. In this work, we introduce the Prototype Transformer (ProtoT) -- an autoregressive LM architecture based on prototypes (parameter vectors), posed as an altern Source: arxiv.org
Muthoot Finance shares saw a significant drop despite a sharp rise in third-quarter earnings. The company reported nearly doubled net profit and a substantial increase in total income and assets under management. Analysts from Jefferies, CLSA, and Nuvama have maintained positive ratings, citing strong performance and growth prospects. Source: economictimes.indiatimes.com
Several wards of Georgetown and its coatland were swamped on Thursday after hours of heavy rainfall, leaving streets submerged and causing widespread disruption to homes, businesses, schools, and public services. Source: kaieteurnewsonline.com
The largest US electric utilities are ramping up spending on new power infrastructure to meet surging demand from data centers, with companies like American Electric Power and Exelon unveiling expanded investment plans on Thursday and fielding questions about rising power bills. Source: economictimes.indiatimes.com
Welcome to this week’s Mumbrellacast, where we are all very happy we don’t have to face Sarah Hanson-Young at the Senate estimates this week.Unfortunately for Nerida O Loughlin, the chair of media watchdog the Australian Communications and Media Authority, she wasn’t quite so lucky, and as we discuss she copped an absolute spray from [ ] Source: mumbrella.com.au
Expanding settlements, making plans to cut the Palestinians into separated areas, such as separating the north of the West Bank from the south Source: www.juancole.com
China exported over 200 billion in clean energy technologies to other countries in 2025, increasing their adoption around the world Source: www.juancole.com
This research confronts the challenge of substantial physical equation discrepancies encountered in the generation of spatiotemporal physical fields through data-driven trained models. A spatiotemporal physical field generation model, named HMT-PF, is developed based on the hybrid Mamba-Transformer architecture, incorporating unstructured grid information as input. A fine-tuning block, enhanced with physical information, is introduced to effectively reduce the physical equation discrepancies. Th Source: arxiv.org
We propose a neural-network construction of Euclidean scalar quantum field theories from transformer attention heads, defining n -point correlators by averaging over random network parameters in the NN-QFT framework. For a single attention head, shared random softmax weights couple different width coordinates and induce non-Gaussian field statistics that persist in the infinite-width limit d_k to infty . We compute the two-point function in an attention-weight representation and show how Eucli Source: arxiv.org
In the landscape of contemporary recommender systems, user-item interactions are inherently dynamic and sequential, often characterized by various behaviors. Prior research has explored the modeling of user preferences through sequential interactions and the user-item interaction graph, utilizing advanced techniques such as graph neural networks and transformer-based architectures. However, these methods typically fall short in simultaneously accounting for the dynamic nature of graph topologies Source: arxiv.org
We investigate the geometric structure of learning dynamics in overparameterized transformer models through carefully controlled modular arithmetic tasks. Our primary finding is that despite operating in high-dimensional parameter spaces ( d=128 ), transformer training trajectories rapidly collapse onto low-dimensional execution manifolds of dimension 3 -- 4 . This dimensional collapse is robust across random seeds and moderate task difficulties, though the orientation of the manifold in parame Source: arxiv.org
Automatically discovering personalized sequential events from large-scale time-series data is crucial for enabling precision medicine in clinical research, yet it remains a formidable challenge even for contemporary AI models. For example, while transformers capture rich associations, they are mostly agnostic to event timing and ordering, thereby bypassing potential causal reasoning. Intuitively, we need a method capable of evaluating the degree of alignment among patient-specific trajectori Source: arxiv.org
At a ribbon cutting today (Feb 11), Plus Power announced it is now operating its Cross Town Energy Storage facility in Gorham, Maine. Cross Town is the largest of its kind on the ISO New England . . . Source: globalrenewablenews.com
Accurate simulation of turbulent flows is fundamental to scientific and engineering applications. Direct numerical simulation (DNS) offers the highest fidelity but is computationally prohibitive, while existing data-driven alternatives struggle with stable long-horizon rollouts, physical consistency, and faithful simulation of small-scale structures. These challenges are particularly acute in three-dimensional (3D) settings, where the cubic growth of spatial degrees of freedom dramatically ampli Source: arxiv.org
Bharat Bandh today: Workers across India observed a day-long strike on Thursday, protesting government policies they describe as anti-worker and pro-corporate. The strike affected banking, insurance, postal and transport services in several states. Trade unions are demanding the scrapping of the four labour codes and the withdrawal of other proposed legislation. Farmers unions also joined the protests in various regions. The action aims to mobilise 30 crore workers as part of a nationwide genera Source: economictimes.indiatimes.com
A suspected transformer short circuit triggered the blaze at Siddhi Vinayak Hotel in Mathura’s Vrindavan area, prompting a large-scale rescue operation and raising fresh concerns over fire safety compliance. Source: thelogicalindian.com
The United States has voiced strong concerns regarding China's increasing influence over Peru's vital infrastructure. This comes after a Peruvian court ruling limited oversight of the Chinese-built Chancay port. Washington warns that such Chinese investments may compromise national sovereignty. Peru's government has declined to comment on the matter. Source: economictimes.indiatimes.com
The Insights IAS Secure Initiative for UPSC Mains Answer Writing practice enables you to practice daily answer writing, enhancing your skills Source: www.insightsonindia.com
Explore how energy autonomous smart homes of the future manage resources, technology, and sustainability to reshape modern living. Source: bitrebels.com
LIMA, Peru (AP) The Trump administration on Wednesday expressed concern that China was costing Peru its sovereignty in solidifying control over the South American nation’s critical infrastruct... Source: www.winnipegfreepress.com
Explore MongoDB's role in analytics and reporting. Learn data modeling, aggregation, indexing, and best practices for scalable, high-performance insights. Source: www.c-sharpcorner.com
Indian benchmark indices Sensex and Nifty traded lower on Thursday, impacted by a sharp selloff in IT stocks and investor caution following stronger-than-expected U.S. jobs data. This data dampened hopes of near-term Federal Reserve rate cuts, while domestic market support is expected from earnings growth in other sectors. Source: economictimes.indiatimes.com
'The real question is how best to leverage technology to deliver better services, all the way to the last mile, where we still haven't been able to get across the financial literacy that can enable us to unlock the potential of the entire country.' Source: www.rediff.com
Gurgaon: The city authorities have decided to introduce a structured monitoring system aimed at fixing accountability for civic issues on the ground. Source: timesofindia.indiatimes.com
Automobile retail sales rose nearly 18 per cent year-on-year to over 27 lakh units in January, led by continued post-GST momentum, healthy rural cash flows on the back of harvest and weddings, and sustained demand visibility across freight, dealer's body FADA said on Tuesday. Source: www.business-standard.com
A marine biologist says the worst case scenario if untreated sewage continues to be dumped in Wellington could be the die-off of the kelp forest ecosystem. Source: www.rnz.co.nz
Hyosung Heavy Industries has clinched its single largest power equipment contract in the United States under the bold leadership of Hyosung Group C... Source: www.koreatimes.co.kr
Fracking exploration wells are likely to proceed in the Kimberley. Given how much more we know about the risks of fracking, this seems dangerous. Source: theconversation.com
Auto dealers express optimism for growth in the next three months, driven by strong retail sales and supportive macro conditions. Source: www.thehindubusinessline.com
The widespread deployment of cloud-hosted generative models raises a fundamental challenge: enabling efficient autoregressive generation while preserving the privacy of both user prompts and model parameters in untrusted environments. We address this challenge in a client-server setting where an untrusted server hosts an autoregressive Transformer and the client requires cryptographic protection for both inputs and inference. We present CryptoGen, the first system to enable scalable privacy-pres Source: arxiv.org
Recent advances in game AI have demonstrated the feasibility of training agents that surpass top-tier human professionals in complex environments such as Honor of Kings (HoK), a leading mobile multiplayer online battle arena (MOBA) game. However, deploying such powerful agents on mobile devices remains a major challenge. On one hand, the intricate multi-modal state representation and hierarchical action space of HoK demand large, sophisticated policy networks that are inherently difficult to com Source: arxiv.org
Incorporating symmetry priors as inductive biases to design equivariant Vision Transformers (ViTs) has emerged as a promising avenue for enhancing their performance. However, existing equivariant ViTs often struggle to balance performance with equivariance, primarily due to the challenge of achieving holistic equivariant modifications across the diverse modules in ViTs-particularly in harmonizing the Self-Attention mechanism with Patch Embedding. To address this, we propose a straightforward fra Source: arxiv.org
Accurate identification of cat breeds from images is a challenging task due to subtle differences in fur patterns, facial structure, and color. In this paper, we present a deep learning-based approach for classifying cat breeds using a subset of the Oxford-IIIT Pet Dataset, which contains high-resolution images of various domestic breeds. We employed the Global Context Vision Transformer (GCViT) architecture-tiny for cat breed recognition. To improve model generalization, we used extensive data Source: arxiv.org
Wildfires are becoming increasingly frequent, with potentially devastating consequences, including loss of life, infrastructure destruction, and severe environmental damage. Low Earth orbit satellites equipped with onboard sensors can capture critical imagery of active wildfires and enable real-time detection through machine learning algorithms applied to the acquired data. This paper presents a framework that automates the complete wildfire detection and scheduling pipeline, integrating three k Source: arxiv.org
In this paper, we focus on motion discrete tokenization, which converts raw motion into compact discrete tokens--a process proven crucial for efficient motion generation. In this paradigm, increasing the number of tokens is a common approach to improving motion reconstruction quality, but more tokens make it more difficult for generative models to learn. To maintain high reconstruction quality while reducing generation complexity, we propose leveraging language to achieve efficient motion tokeni Source: arxiv.org
Recent works have indicated redundancy across transformer blocks, prompting the research of depth compression to prune less crucial blocks. However, current ways of entire-block pruning suffer from risks of discarding meaningful cues learned in those blocks, leading to substantial performance degradation. As another line of model compression, channel pruning can better preserve performance, while it cannot reduce model depth and is challenged by inconsistent pruning ratios for individual layers. Source: arxiv.org
Modern deep neural network (DNN) applications integrate multiple DNN models into inference pipelines with stringent latency requirements for customized tasks. To mitigate extensive request timeouts caused by accumulation, systems for inference pipelines commonly drop a subset of requests so the remaining ones can satisfy latency constraints. Since it is commonly believed that request dropping adversely affects goodput, existing systems only drop requests when they have to, which we call reactive Source: arxiv.org
Multivariate time series (MTS) anomaly diagnosis, which encompasses both anomaly detection and localization, is critical for the safety and reliability of complex, large-scale real-world systems. The vast majority of existing anomaly diagnosis methods offer limited theoretical insights, especially for anomaly localization, which is a vital but largely unexplored area. The aim of this contribution is to study the learning process of a Transformer when applied to MTS by revealing connections to st Source: arxiv.org
Intracranial hemorrhage (ICH) is a critical medical emergency caused by the rupture of cerebral blood vessels, leading to internal bleeding within the skull. Accurate and timely classification of hemorrhage subtypes is essential for effective clinical decision-making. To address this challenge, we propose an advanced pyramid vision transformer (PVT)-based model, leveraging its hierarchical attention mechanisms to capture both local and global spatial dependencies in brain CT scans. Instead of pr Source: arxiv.org
Rapid building damage assessment is critical for post-disaster response. Damage classification models built on satellite imagery provide a scalable means of obtaining situational awareness. However, label noise and severe class imbalance in satellite data create major challenges. The xBD dataset offers a standardized benchmark for building-level damage across diverse geographic regions. In this study, we evaluate Vision Transformer (ViT) model performance on the xBD dataset, specifically investi Source: arxiv.org
The study of eye movements, particularly saccades and fixations, are fundamental to understanding the mechanisms of human cognition and perception. Accurate classification of these movements requires sensing technologies capable of capturing rapid dynamics without distortion. Event cameras, also known as Dynamic Vision Sensors (DVS), provide asynchronous recordings of changes in light intensity, thereby eliminating motion blur inherent in conventional frame-based cameras and offering superior te Source: arxiv.org
Dexterous manipulation remains one of the most challenging problems in robotics, requiring coherent control of high-DoF hands and arms under complex, contact-rich dynamics. A major barrier is embodiment variability: different dexterous hands exhibit distinct kinematics and dynamics, forcing prior methods to train separate policies or rely on shared action spaces with per-embodiment decoder heads. We present DexFormer, an end-to-end, dynamics-aware cross-embodiment policy built on a modified tran Source: arxiv.org
Understanding simplicity biases in deep learning offers a promising path toward developing reliable AI. A common metric for this, inspired by Boolean function analysis, is average sensitivity, which captures a model's robustness to single-token perturbations. We argue that average sensitivity has two key limitations: it lacks a natural generalization to real-valued domains and fails to explain the junta-like input dependence we empirically observe in modern LLMs. To address these limitations, Source: arxiv.org
This paper proposes a hybrid beamforming framework for massive multiple-input multiple-output (MIMO) in near-space airship-borne communications. To achieve high energy efficiency (EE) in energy-constraint airships, a dynamic subarray structure is introduced, where each radio frequency chain (RFC) is connected to a disjoint subset of the antennas according to channel state information (CSI). The proposed joint dynamic hybrid beamforming network (DyHBFNet) comprises three key components: 1) An ana Source: arxiv.org
Match-and-copy is a core retrieval primitive used at inference time by large language models to retrieve a matching token from the context then copy its successor. Yet, understanding how this behavior emerges on natural data is challenging because retrieval and memorization are entangled. To disentangle the two, we introduce Gaussian Match-and-Copy (GMC), a minimalist benchmark that isolates long-range retrieval through pure second-order correlation signals. Numerical investigations show that th Source: arxiv.org
Current biological AI models lack interpretability -- their internal representations do not correspond to biological relationships that researchers can examine. Here we present CDT-II, an AI microscope whose attention maps are directly interpretable as regulatory structure. By mirroring the central dogma in its architecture, each attention mechanism corresponds to a specific biological relationship: DNA self-attention for genomic relationships, RNA self-attention for gene co-regulation, Source: arxiv.org
Municipal meeting minutes are official documents of local governance, exhibiting heterogeneous formats and writing styles. Effective information retrieval (IR) requires identifying metadata such as meeting number, date, location, participants, and start/end times, elements that are rarely standardized or easy to extract automatically. Existing named entity recognition (NER) models are ill-suited to this task, as they are not adapted to such domain-specific categories. In this paper, we propose a Source: arxiv.org
Apple is set to kick off 2026 with a packed launch cycle, bringing a more powerful iPhone 17e, refreshed iPads, and new Macs aimed at both budget buyers and businesses. Here is everything we know so far. Source: www.indiatoday.in
Dense Transformer language models have largely adhered to one consistent architectural shape: each layer consists of an attention module followed by a feed-forward network (FFN) with a narrow-wide-narrow MLP, allocating most parameters to the MLP at expansion ratios between 2 and 4. Motivated by recent results that residual wide-narrow-wide (hourglass) MLPs offer superior function approximation capabilities, we revisit the long-standing MLP shape convention in Transformer, challenging the necess Source: arxiv.org
The smoothness of the transformer architecture has been extensively studied in the context of generalization, training stability, and adversarial robustness. However, its role in transfer learning remains poorly understood. In this paper, we analyze the ability of vision transformer components to adapt their outputs to changes in inputs, or, in other words, their plasticity. Defined as an average rate of change, it captures the sensitivity to input perturbation; in particular, a high plasticity Source: arxiv.org
Inspired by the success of Transformer-based models in natural language processing, this paper investigates their potential as foundation models for network traffic analysis. We propose a unified pre-training and fine-tuning pipeline for traffic foundation models. Through fine-tuning, we demonstrate the generalizability of the traffic foundation models in various downstream tasks, including traffic classification, traffic characteristic prediction, and traffic generation. We also compare against Source: arxiv.org
We introduce a Transformer-based Reinforcement Learning framework for autonomous orbital collision avoidance that explicitly models the effects of partial observability and imperfect monitoring in space operations. The framework combines a configurable encounter simulator, a distance-dependent observation model, and a sequential state estimator to represent uncertainty in relative motion. A central contribution of this work is the use of transformer-based Partially Observable Markov Decision Pro Source: arxiv.org
We present an automated pipeline for operational short-term forecasting of coronal mass ejection (CME) magnetic field structure at L1, coupling arrival time prediction, in situ detection, and iterative flux rope reconstruction, following near-real-time remote-sensing CME identification. The system is triggered by new entries in the CCMC DONKI database and first applies the drag-based ELEvo model to determine whether an Earth impact is expected and estimate arrival time. This estimate defines a t Source: arxiv.org
LiDAR-based 3D object detectors often struggle to detect far-field objects due to the sparsity of point clouds at long ranges, which limits the availability of reliable geometric cues. To address this, prior approaches augment LiDAR data with depth-completed virtual points derived from RGB images; however, directly incorporating all virtual points leads to increased computational cost and introduces challenges in effectively fusing real and virtual information. We present Point Virtual Transform Source: arxiv.org
Kabuki syndrome (KS) and Wiedemann-Steiner syndrome (WSS) are rare but distinct developmental disorders that share overlapping clinical features, including neurodevelopmental delay, growth restriction, and persistent fetal fingertip pads. While genetic testing remains the diagnostic gold standard, many individuals with KS or WSS remain undiagnosed due to barriers in access to both genetic testing and expertise. Dermatoglyphic anomalies, despite being established hallmarks of several genetic synd Source: arxiv.org
Chemical exchange saturation transfer (CEST) MRI is a non-invasive imaging modality for detecting metabolites. It offers higher resolution and sensitivity compared to conventional magnetic resonance spectroscopy (MRS). However, quantification of CEST data is challenging because the measured signal results from a complex interplay of many physiological variables. Here, we introduce a transformer-based neural network to fit parameters such as metabolite concentrations, exchange and relaxation rate Source: arxiv.org
Reliable short-term demand forecasting is essential for managing shared micro-mobility services and ensuring responsive, user-centered operations. This study introduces T-STAR (Two-stage Spatial and Temporal Adaptive contextual Representation), a novel transformer-based probabilistic framework designed to forecast station-level bike-sharing demand at a 15-minute resolution. T-STAR addresses key challenges in high-resolution forecasting by disentangling consistent demand patterns from short-term Source: arxiv.org
Electroencephalography (EEG)-based emotion recognition plays a critical role in affective computing and emerging decision-support systems, yet remains challenging due to high-dimensional, noisy, and subject-dependent signals. This study investigates whether hybrid deep learning architectures that integrate convolutional, recurrent, and attention-based components can improve emotion classification performance and robustness in EEG data. We propose an enhanced hybrid model that combines convolutio Source: arxiv.org
While Large Language Models and their underlying Transformer architecture are remarkably efficient, they do not reflect how our brain processes and learns a diversity of cognitive tasks such as language, nor how it leverages working memory. Furthermore, Transformers encounters a computational limitation: quadratic complexity growth with sequence length. Motivated by these limitations, we aim to design architectures that leverage efficient working memory dynamics to overcome standard computationa Source: arxiv.org
The recent surge in Time Series Foundation Models has rapidly advanced the field, yet the heterogeneous training setups across studies make it difficult to attribute improvements to architectural innovations versus data engineering. In this work, we investigate the potential of a standard patch Transformer, demonstrating that this generic architecture achieves state-of-the-art zero-shot forecasting performance using a straightforward training protocol. We conduct a comprehensive ablation study t Source: arxiv.org
Exowatt, a next-generation renewable energy company, today (Feb 5) announced four strategic executive appointments that underscore the company's commitment to delivering dispatchable energy. . . Source: globalrenewablenews.com
The Puerto Rican artist’s Super Bowl performance was a reclamation and a reminder that, after more than 500 years of colonization, seguimos aqu . Source: www.thecut.com
The deal would increase wages by only 15 percent over four years, while leaving intact forced overtime regimes, limited sick leave and longstanding staffing and safety issues. Source: www.wsws.org
India's flexible office market is set for significant growth, reaching 100 million sq ft by year-end. Listed operators are expected to lead this expansion, contributing nearly half of the market share. Companies like Smartworks, Awfis, WeWork, and Indiqube are expanding their portfolios. Future IPOs will further boost the presence of listed players. Source: economictimes.indiatimes.com
The lawsuit is an implicit threat that the stream of money the union apparatus receives through the Labor-Management Partnership may be turned off if it cannot get its membership back in line. Source: www.wsws.org
Singapore's four major telecom operators Singtel, StarHub, M1, and Simba are under threat from cyber espionage group UNC3886.The foreign actor targeted the telecommunications sector in 2025 but did not succeed in stealing any personal or sensitive customer data, said the Cyber Security Agency of Singapore (CSA) and the Infocomm Media Development Authority (IMDA) in a statement on Monday... Source: www.asiaone.com
The attackers gained access to a few critical systems of Singtel, M1, Starhub and Simba, but no sensitive customer data was lost. Source: www.channelnewsasia.com
The Sick Man of Asia label overlooks how rice fields guarantee stability, the factories that keep humming, and the families and communities that step in. Source: becomeabetterinvestor.net
The Insights IAS Secure Initiative for UPSC Mains Answer Writing practice enables you to practice daily answer writing, enhancing your skills Source: www.insightsonindia.com
Asia In Brief: PLUS: China broadens cryptocurrency crackdown; Australian facial recognition privacy revisited; Singapore debuts electric VTOL; and more! Source: www.theregister.com
Indian Oil, Bharat Petroleum and Reliance Industries are not accepting offers from traders for Russian oil loading in March and April, said a trader who approac... Source: www.business-standard.com
KYIV, Ukraine (AP) It is pre-dawn in the historic Podil district of the Ukraine capital, Kyiv, and warm light from the Spelta bakery-bistro’s window pierces the darkness outside. On a wooden surface... Source: www.winnipegfreepress.com
Indian refiners are halting purchases of Russian oil for April. This move could help India finalize a trade deal with the United States. Major refiners are not accepting offers for Russian crude. This shift aligns with a commitment to stop importing Russian oil. India is diversifying its energy sources. This strategy ensures energy security for the nation. Source: economictimes.indiatimes.com
Cricket News: India arrived at the U-19 World Cup with the spotlight on Vaibhav Sooryavanshi. His epic 175 in the final dazzled, but the title was forged by range, . Source: timesofindia.indiatimes.com
Ukrainian President Volodymyr Zelensky said the United States asked Russia and Ukraine to reach a peace deal by June, Azernews reports. Source: www.azernews.az
The CARICOM Private Sector Organisation (CPSO) has thrown its full support behind major sugar refinery investments underway in Guyana and Belize, describing the projects as a strategic boost to regional food security and a critical step toward reducing CARICOM’s heavy dependence on extra-regional sugar imports. Source: kaieteurnewsonline.com
The strategic Swedish island in the Baltic Sea, just 170 miles from the Russian territory of Kaliningrad, is developing a comprehensive defense system against a possible attack from the Kremlin Source: english.elpais.com
Nagpur: CM Devendra Fadnavis on Saturday positioned Vidarbha at the heart of Maharashtra's next growth cycle, announcing that the state will build an . Source: timesofindia.indiatimes.com
KYIV - When the Davydenko family woke up shivering through the night in their winter coats and hats, buried under several layers of duvets, they knew it was time to abandon their apartment in Kyiv.Systematic Russian attacks on Ukraine's energy grid since October last year have left their 12th-floor flat with no electricity for eight days and heating for almost... Source: www.asiaone.com
India may turn to private companies to manufacture the Advanced Medium Combat Aircraft (AMCA), marking a shift from the usual practice of assigning such projects to state-run Hindustan Aeronautics Limited (HAL). The move comes as HALs order book is already full, but it has unsettled investors, with the companys stock falling in recent days. Source: economictimes.indiatimes.com
KYIV - The United States wants Moscow and Kyiv to find a solution on how to end the war in Ukraine before summer, President Volodymyr Zelenskiy said.In remarks to reporters released by his office on Saturday (Feb 7) after Ukraine and Russia held two days of US-brokered talks in Abu Dhabi this week, Zelenskiy said Washington had proposed talks in... Source: www.asiaone.com
MANILA, Philippines Some parts of Metro Manila, Cavite, and Rizal will have water interruptions this week because of maintenance works, Manila Water and Maynilad said Sunday. Source: www.manilatimes.net
TOPOINT STORE via Amazon has for Prime Members: TOPOINT Blackout Sleep Eye Mask with Bluetooth Headphones (Black) on sale for 25.49 - 50 off when you apply promo code CNJ3B4LP at checkout = 12.74. Source: slickdeals.net
London, UK (SPX) Feb 08, 2026 - Gilat Satellite Networks has secured a multimillion order from a major global avionics company for its Sidewinder electronically steered antenna inflight connectivity terminals designed by Gilat Ste Source: www.spacedaily.com
London, UK (SPX) Feb 08, 2026 - Britain has contracted GMV to build a Two-Way Satellite Time and Frequency Transfer system designed to deliver assured Position, Navigation and Time services for national infrastructure, defense ope Source: www.spacedaily.com
Pune: The Central Railway (CR) will take up the long-delayed redevelopment of Pune Railway Station and the comprehensive remodelling of the Pune yard . Source: timesofindia.indiatimes.com
Global trust in America is eroding while erratic leadership, private power, and strategic uncertainty are reshaping the world order. Source: www.jpost.com
Jenkins an open source automation server which enables developers around the world to reliably build, test, and deploy their software Source: www.jenkins.io
Fully autonomous AI development agent with stateful memory, live web access, pseudo self-improvement and more! - dakotalock/holygrailopensource Source: github.com
Imagine a world where satellites don't just float aimlessly in the vast ocean of space, waiting for their endgame; instead, they're cared for like prized Source: commstrader.com
In the event of war to bring about regime change, militarization would once again define women as those expected to endure and sacrifice first Source: www.juancole.com
As Phase One of the Gas-to-Energy (GTE) project continues to drag to the finish line, government is pressing ahead with Phase Two of the development at Wales, West Bank Demerara. Source: kaieteurnewsonline.com
Pune: Residents from different parts of the city are irked over interruptions in as well as low-pressure water supply since last week. Many said there. Source: timesofindia.indiatimes.com
What transpired in the National Assembly this week and previously on November 3, during the swearing-in of Opposition Members before the nation and before their God, was not politics by any credible or honourable measure. It was a spectacle of institutional debasement, a profound dereliction of parliamentary decorum, and an affront to the civic intelligence of the Guyanese people. Source: kaieteurnewsonline.com
Kamal's parents waited all night for their wedding anniversary with a cake at their Delhi home. Hours later, they were handed their son's body. Source: www.indiatoday.in
Opposition to the deal, with sub-inflation wage increases and no job guarantees against AI, must be organized into of a rank-and-file rebellion that overrides the bureaucratic sabotage and enforces the will of the membership. Source: www.wsws.org
Bengaluru: Amid growing safety concerns following a series of recent accidents involving sleeper buses, around 30 passengers had a narrow escape after. Source: timesofindia.indiatimes.com
Some residents of a California nudist resort are experiencing birthday suit blues after the owners of the property cut their power for refusing calls to clothe themselves. Source: nypost.com
U.S. District Judge Jeannette A. Vargas told the Trump administration to restore funding for a new railroad tunnel between New York and New Jersey on Friday. Source: nypost.com
'Spartacus: House of Ashur' creator Steven S. DeKnight on upending history by killing that major character, the show's sex and violence and Season 2. Source: variety.com
Nagpur: Lloyds Metals and Energy Limited (LMEL) plans to lay down a 950-km iron ore slurry pipeline connecting its mines in Surjagarh Hills of Gadchir. Source: timesofindia.indiatimes.com
Darren Aronofsky's new AI-generated historical docudrama has ignited fierce debate across Hollywood, pitting artistic ambition against labor concerns and raising fundamental questions about documentary authenticity in the age of generative technology. Source: www.webpronews.com
A consortium led by KKR, including Singtel, will acquire ST Telemedia Global Data Centres in one of Asia's largest digital infrastructure transactions. Source: www.hardwarezone.com.sg
Ford reveals the advanced technology behind its upcoming 30,000 electric pickup truck, featuring LFP batteries, proprietary inverters, and a purpose-built platform designed to bring affordable electric trucks to mainstream American buyers for the first time. Source: www.webpronews.com
A deep technical analysis of why large language models, despite their code generation prowess, are fundamentally unsuited to serve as compilers and what this means for enterprise code modernization strategies and the broader AI tooling ecosystem. Source: www.webpronews.com
NEW YORK (AP) A federal judge ordered the Trump administration to restore funding to a new rail tunnel between New York and New Jersey on Friday, ruling just as construction was set to shut down on... Source: www.winnipegfreepress.com
Delve into the controversial narrative surrounding Venezuela oil reserves and its implications for U.S. involvement in the region. Source: www.activistpost.com
The current isolation of the Cuban regime provides an unmistakable vindication of the International Committee of the Fourth International’s principled stance on the Cuban Revolution based on a defense of Leon Trotsky’s Theory of Permanent Revolution. Source: www.wsws.org
Vertical Take-Off and Landing (VTOL) drone technology has emerged as one of the most significant innovations in aerospace over the past decade. Unlike Source: agriculture.einnews.com
25-year-old man died of electrocution while retrieving stray kite.Three, including a minor, injured after a kite string got tangled.Authorities claim strict safety measures to prevent accidents.LAHORE: A man lost his life, and at least... Source: www.geo.tv
A female relative of Melissa Silvera was seen leaving the downtown Kingston-based Gun Court in tears yesterday morning, saying the family is praying for justice after the court accepted a guilty plea to manslaughter from her husband, Jolyan Silvera... Source: jamaica-gleaner.com
RBI MPC Meet: The Reserve Bank of India has rolled out a series of customer-centric reforms, including stronger fraud protection and compensation for small-value losses, alongside regulatory relief for NBFCs and co-operative banks. Source: economictimes.indiatimes.com
Early reports indicate that Russian forces are encountering trouble organizing troops at the tactical level after the Starlink changes. Source: www.businessinsider.com
Iran and US set for talks in Oman over nuclear program after Tehran shaken by nationwide protests MUSCAT, Oman (AP) Iran and the United States stood poised Friday to hold negotiations in Oman at lea... Source: www.winnipegfreepress.com
Vision Transformers (ViTs) have demonstrated strong performance across a range of computer vision tasks by modeling long-range spatial interactions via self-attention. However, channel-wise mixing in ViTs remains static, relying on fixed multilayer perceptrons (MLPs) that lack adaptability to input content. We introduce 'CAViT', a dual-attention architecture that replaces the static MLP with a dynamic, attention-based mechanism for feature interaction. Each Transformer block in CAViT performs sp Source: arxiv.org
We present an end-to-end framework for generating solutions to combinatorial optimization problems with unknown components using transformer-based sequence-to-sequence neural networks. Our framework learns directly from past solutions and incorporates the known components, such as hard constraints, via a constraint reasoning module, yielding a constrained learning scheme. The trained model generates new solutions that are structurally similar to past solutions and are guaranteed to respect the k Source: arxiv.org
Recent advancements in digital pathology have enabled comprehensive analysis of Whole-Slide Images (WSI) from tissue samples, leveraging high-resolution microscopy and computational capabilities. Despite this progress, there is a lack of labeled datasets and open source pipelines specifically tailored for analysis of skin tissue. Here we propose Histo-Miner, a deep learning-based pipeline for analysis of skin WSIs and generate two datasets with labeled nuclei and tumor regions. We develop our pi Source: arxiv.org
Relational Deep Learning (RDL) is a promising approach for building state-of-the-art predictive models on multi-table relational data by representing it as a heterogeneous temporal graph. However, commonly used Graph Neural Network models suffer from fundamental limitations in capturing complex structural patterns and long-range dependencies that are inherent in relational data. While Graph Transformers have emerged as powerful alternatives to GNNs on general graphs, applying them to relational Source: arxiv.org
MRI provides superior soft tissue contrast without ionizing radiation; however, the absence of electron density information limits its direct use for dose calculation. As a result, current radiotherapy workflows rely on combined MRI and CT acquisitions, increasing registration uncertainty and procedural complexity. Synthetic CT generation enables MRI only planning but remains challenging due to nonlinear MRI-CT relationships and anatomical variability. We propose Parallel Swin Transformer-Enhanc Source: arxiv.org
Overview of the Proposed DECO Framework.} DECO is a DiT-based policy that decouples multimodal conditioning. Image and action tokens interact via joint self attention, while proprioceptive states and optional conditions are injected through adaptive layer normalization. Tactile signals are injected via cross attention, while a lightweight LoRA-based adapter is used to efficiently fine-tune the pretrained policy. DECO is also accompanied by DECO-50, a bimanual dexterous manipulation dataset with Source: arxiv.org
Pipeline parallelism enables training models that exceed single-device memory, but practical throughput remains limited by pipeline bubbles. Although parameter freezing can improve training throughput by adaptively skipping backward computation, existing methods often over-freeze parameters, resulting in unnecessary accuracy degradation. To address this issue, we propose TimelyFreeze, which models the pipeline schedule as a directed acyclic graph and solves a linear program to compute optimal fr Source: arxiv.org
A major goal of neuroscience is to understand brain computations during visual processing in naturalistic settings. A dominant approach is to use image-computable deep neural networks trained with different task objectives as a basis for linear encoding models. However, in addition to requiring estimation of a large number of linear encoding parameters, this approach ignores the structure of the feature maps both in the brain and the models. Recently proposed alternatives factor the linear mappi Source: arxiv.org
Aligning video generative models with human preferences remains challenging: current approaches rely on Vision-Language Models (VLMs) for reward modeling, but these models struggle to capture subtle temporal dynamics. We propose a fundamentally different approach: repurposing video generative models, which are inherently designed to model temporal structure, as reward models. We present the Generative-Transformer-based Self-Supervised Video Judge ( modelname), a novel evaluation model that trans Source: arxiv.org
The widespread deployment of power grid ad hoc sensor networks based on IEEE 802.15.4 raises reliability challenges when nodes selfishly adapt CSMA/CA parameters to maximize individual performance. Such behavior degrades reliability, energy efficiency, and compliance with strict grid constraints. Existing analytical and simulation approaches often fail to rigorously evaluate configurations under asynchronous, event-driven, and resource-limited conditions. We develop a verification framework that Source: arxiv.org
Scarcity of labeled training data remains the long pole in the tent for building performant language technology and generative AI models. Transformer models -- particularly LLMs -- are increasingly being used to mitigate the data scarcity problem via synthetic data generation. However, because the models are black boxes, the properties of the synthetic data are difficult to predict. In practice it is common for language technology engineers to 'fiddle' with the LLM temperature setting and hope t Source: arxiv.org
Underwater photography presents significant inherent challenges including reduced contrast, spatial blur, and wavelength-dependent color distortions. These effects can obscure the vibrancy of marine life and awareness photographers in particular are often challenged with heavy post-processing pipelines to correct for these distortions. We develop an image-to-image pipeline that learns to reverse underwater degradations by introducing a synthetic corruption pipeline and learning to reverse its Source: arxiv.org
Deep learning has emerged as a transformative tool for the neural surrogate modeling of partial differential equations (PDEs), known as neural PDE solvers. However, scaling these solvers to industrial-scale geometries with over 10 8 cells remains a fundamental challenge due to the prohibitive memory complexity of processing high-resolution meshes. We present Transolver-3, a new member of the Transolver family as a highly scalable framework designed for high-fidelity physics simulations. To bri Source: arxiv.org
We introduce the Visual Implicit Geometry Transformer (ViGT), an autonomous driving geometric model that estimates continuous 3D occupancy fields from surround-view camera rigs. ViGT represents a step towards foundational geometric models for autonomous driving, prioritizing scalability, architectural simplicity, and generalization across diverse sensor configurations. Our approach achieves this through a calibration-free architecture, enabling a single model to adapt to different sensor setups. Source: arxiv.org
The operational effectiveness of digital-twin technology in motorway traffic management depends on the availability of a continuous flow of high-resolution real-time traffic data. To function as a proactive decision-making support layer within traffic management, a digital twin must also incorporate predicted traffic conditions in addition to real-time observations. Due to the spatio-temporal complexity and the time-variant, non-linear nature of traffic dynamics, predicting motorway traffic rema Source: arxiv.org
Nagpur: Water supply across nine of Nagpur's 10 zones, including key hospitals, railway installations and institutional feeders, will be disrupted for. Source: timesofindia.indiatimes.com
Elevate your workflow with the [FreeTrial] BamBam Fiend-Stylized Fantasy Monster (Rig+Animation) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the [FreeTrial] Ironmaul Ravager - Stylized Fantasy Monster (Rig+Anim) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the [FreeTrial] Bonk Smashy - Stylized Fantasy Monster (Rig + Anim) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the [FreeTrial] Festerkin - Stylized Fantasy Monster (Rig+Animation) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the [FreeTrial] Plaguefiend - Stylized Fantasy Monster(Rig+Animation) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store. Source: assetstore.unity.com
National cybersecurity strategy guides governments on risk management, workforce planning, standards, and public private coordination. Source: www.helpnetsecurity.com
The 49ers have a perception problem when it comes to the possibility that their uptick in injuries has been caused by the proximity of the team's practice facility to an electrical substation. Source: www.nbcsports.com
Chief Technology Officer Bhavnish Lathia is targeting recruits at large tech firms as well as competing banks to build a technology company with a banking license,’ he said in an interview. Source: www.livemint.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
Microsoft Research unveils Paza, a human-centered speech pipeline, and PazaBench, the first leaderboard for low-resource languages. It covers 39 African languages and 52 models and is tested with communities in real settings. Source: www.microsoft.com
Southern California Gas Co. (SoCalGas), along with San Diego Gas & Electric Company and Southwest Gas Corporation, on Tuesday submitted a petition to the California Public Utilities Commission (CPUC) . . . Source: globalrenewablenews.com
Accurate 3D dose calculation for Pencil Beam Scanning Proton Therapy (PBSPT) is typically performed with Monte Carlo (MC) engines, but their runtimes limit adaptive workflows and repeated evaluations. Current deep-learning proton dose engines often require orthogonality between proton rays and the CT grid, forcing computationally expensive beamlet-wise 3D reinterpolation. We propose the Angle-dependent Dose Transformer Algorithm (ADoTA), which eliminates grid rotation by augmenting the model inp Source: arxiv.org
On a site in Lingen, Lower Saxony, where acrylic fibres were produced until 2021, the largest battery storage facility in the region is now being built. RWE is constructing a 400-megawatt (MW) batte. . . Source: globalrenewablenews.com
Highlights Scope of the transaction: RWE's Swedish onshore assets and development pipeline, the Karehamn offshore wind farm, part of the third-party onshore service business and the onsh. . . Source: globalrenewablenews.com
Dem boys seh if Guyana ever decide to diversify fuh real, forget oil, forget gas, forget even gold. All dem boys seh the biggest untapped resource in this country is Guyanese wit. Pure, raw, unrefined comedy coming straight from the people, no subsidy required. Source: kaieteurnewsonline.com
Topic: Awareness in the fields of IT, Space. Q5. What are solar flares and coronal mass ejections (CMEs)? Explain how they can cause radio blackouts on Earth. (10 M) Difficulty Level: Medium Reference: NIE Why the question With ISRO issuing warnings on strong radio blackout risks during intense solar storms, space weather has become a Continue reading What are solar flares and coronal mass ejections (CMEs)? Explain how they can cause radio blackouts on Earth. Source: www.insightsonindia.com
Alcohol does make people talk more and that part isn’t up for debate. After a few drinks, our mental filter starts clocking out, and suddenly our deepest, darkest secrets start spilling out. People online have been sharing some of the wildest things they’ve heard from drunk friends, family, colleagues or even things they themselves admitted after a night out. We’re talking secret affairs that have been buried for decades, surprise children no one knew about, late-night declarations of love Source: www.boredpanda.com
Hong Kong has vaulted into fifth place among the Asia-Pacific’s most attractive cross border real estate destinations for 2026, signalling a brighter turn i... Source: www.dimsumdaily.hk
digxipop launches an AI-powered platform that turns a single photo into a fully customized, 3D-printed figurine. By combining advanced generative AI with physical manufacturing, the company transforms digital memories into tangible, collectible keepsakes for modern personalized gifting. Source: www.manilatimes.net
PUNE: Thousands of commuters of all ages and backgrounds had a harrowing time for over 32 hours as traffic on the Pune-Mumbai Expressway was disrupted. Source: timesofindia.indiatimes.com
The shutdown will begin at 6:00 am on February 5 and continue until 6:00 am on February 6. During this period, water will not be supplied to areas dependent on the stages. Source: www.news18.com
Nexus Select Trust reported a 15 year-on-year growth in net operating income to Rs 450 crore for the December quarter, maintaining 97 occupancy. The REIT also achieved its highest quarterly tenant sales of Rs 4,100 crore, up 16 , and declared its highest-ever quarterly distribution of Rs 358.6 crore. Source: economictimes.indiatimes.com
A new pulsar signal-processing pipeline has been developed for observing pulsars with the Diamond Array Radio Telescope at the Gauribidanur radio observatory. The array consists of 32 off-axis dual-polarised LPDAs, with a nominal gain of 22 dBi between 130 and 350 MHz and a 15-degree HPBW at 175 MHz for transit observations on pulsars. Custom-built receivers and real-time data-capture and analysis tools have been developed and used. Receiver output voltages from a transient buffer, as well as fu Source: arxiv.org
Both fine-grained discriminative details and global semantic features can contribute to solving person re-identification challenges, such as occlusion and pose variations. Vision foundation models ( textit{e.g.}, DINO) excel at mining local textures, and vision-language models ( textit{e.g.}, CLIP) capture strong global semantic difference. Existing methods predominantly rely on a single paradigm, neglecting the potential benefits of their integration. In this paper, we analyze the complementary Source: arxiv.org
While deep learning models like Vision Transformer (ViT) have achieved significant advances, they typically require large datasets. With data privacy regulations, access to many original datasets is restricted, especially medical images. Federated learning (FL) addresses this challenge by enabling global model aggregation without data exchange. However, the heterogeneity of the data and the class imbalance that exist in local clients pose challenges for the generalization of the model. This stud Source: arxiv.org
The quadratic complexity and indefinitely growing key-value (KV) cache of standard Transformers pose a major barrier to long-context processing. To overcome this, we introduce the Collaborative Memory Transformer (CoMeT), a novel architecture that enables LLMs to handle arbitrarily long sequences with constant memory usage and linear time complexity. Designed as an efficient, plug-in module, CoMeT can be integrated into pre-trained models with only minimal fine-tuning. It operates on sequential Source: arxiv.org
This paper explores the application of a simple weighted loss function to Transformer-based models for multi-label emotion detection in SemEval-2025 Shared Task 11. Our approach addresses data imbalance by dynamically adjusting class weights, thereby enhancing performance on minority emotion classes without the computational burden of traditional resampling methods. We evaluate BERT, RoBERTa, and BART on the BRIGHTER dataset, using evaluation metrics such as Micro F1, Macro F1, ROC-AUC, Accuracy Source: arxiv.org
This paper introduces a deep transformer network for estimating the relative 6D pose of a Unmanned Aerial Vehicle (UAV) with respect to a ship using monocular images. A synthetic dataset of ship images is created and annotated with 2D keypoints of multiple ship parts. A Transformer Neural Network model is trained to detect these keypoints and estimate the 6D pose of each part. The estimates are integrated using Bayesian fusion. The model is tested on synthetic data and in-situ flight experiments Source: arxiv.org
Ivanhoe Line lost its passenger service in 1964 but some fear it could be closed by stealth with half of it signed out of use Source: www.railmagazine.com
Large language models are limited in deployment by GPU memory and inference latency. We present Minima, a production compression pipeline that learns where and how to structurally compress a Transformer and turns that compression into real serving gains. Minima trains a lightweight convolutional predictor to estimate layer- and patch-level sensitivity, applies a mixture of Tucker, tensor-train, and tensor-ring decompositions to low-sensitivity regions, performs a short healing fine-tune, and exe Source: arxiv.org
Long-term weather forecasting is critical for socioeconomic planning and disaster preparedness. While recent approaches employ finetuning to extend prediction horizons, they remain constrained by the issues of catastrophic forgetting, error accumulation, and high training overhead. To address these limitations, we present a novel pipeline across pretraining, finetuning and forecasting to enhance long-context modeling while reducing computational overhead. First, we introduce an Efficient Multi-s Source: arxiv.org
Recently, Diffusion Transformers (DiTs) have emerged in Real-World Image Super-Resolution (Real-ISR) to generate high-quality textures, yet their heavy inference burden hinders real-world deployment. While Post-Training Quantization (PTQ) is a promising solution for acceleration, existing methods in super-resolution mostly focus on U-Net architectures, whereas generic DiT quantization is typically designed for text-to-image tasks. Directly applying these methods to DiT-based super-resolution mod Source: arxiv.org
While multi-view 3D reconstruction has shifted toward large-scale foundation models capable of inferring globally consistent geometry, their reliance on massive computational clusters for training has created a significant barrier to entry for most academic laboratories. To bridge this compute divide, we introduce Distill3R, a framework designed to distill the geometric reasoning of 3D foundation models into compact students fully trainable on a single workstation. Our methodology centers on two Source: arxiv.org
High-level Computer-Aided Process Planning (CAPP) generates manufacturing process plans from part specifications. It suffers from limited dataset availability in industry, reducing model generalization. We propose a semi-supervised learning approach to improve transformer-based CAPP transformer models without manual labeling. An oracle, trained on available transformer behaviour data, filters correct predictions from unseen parts, which are then used for one-shot retraining. Experiments on small Source: arxiv.org
Coronary artery stenosis is a leading cause of cardiovascular disease, diagnosed by analyzing the coronary arteries from multiple angiography views. Although numerous deep-learning models have been proposed for stenosis detection from a single angiography view, their performance heavily relies on expensive view-level annotations, which are often not readily available in hospital systems. Moreover, these models fail to capture the temporal dynamics and dependencies among multiple views, which are Source: arxiv.org
Vision transformers have shown remarkable performance in vision tasks, but enabling them for accessible and real-time use is still challenging. Quantization reduces memory and inference costs at the risk of performance loss. Strides have been made to mitigate low precision issues mainly by understanding in-distribution (ID) task behaviour, but the attention mechanism may provide insight on quantization attributes by exploring out-of-distribution (OOD) situations. We investigate the behaviour of Source: arxiv.org
WuXi Biologics (2269.HK), a global leading Contract Research, Development and Manufacturing Organization (CRDMO), and HanchorBio Inc. (TPEx: 7827), a global ... Source: en.antaranews.com
Trump announced that India has agreed to stop buying Russian oil and increase purchases from the US after months of trade pressure and tariff threats over New Delhi’s energy ties with Moscow. While the US has framed the move as a strategic win linked to the Ukraine war, India hasn't mentioned Russian oil yet. Source: www.indiatoday.in
Last year we launched 16x step sizes as part of our commitment to improve Bitbucket Pipelines performance. Demand continues to... Source: www.atlassian.com
Motilal Oswal believes Hyundai Motor remains well-positioned to benefit from the premiumisation trend in India, given its mix is in favor of SUVs. Source: www.ndtvprofit.com
Explore India's ambitious Semiconductor Mission 2.0 as it aims for leadership in the global chip ecosystem amidst challenges in skills, technology, and infrastructure. Source: cio.economictimes.indiatimes.com
A struggle must be waged against the union bureaucrats, who are working with management and the government to impose another concessions contract. Source: www.wsws.org
Interest rates might have started to rise but what home loan borrowers pay in interest is likely to keep falling through this year. Source: www.rnz.co.nz
Transformers are difficult to optimize with stochastic gradient descent (SGD) and largely rely on adaptive optimizers such as Adam. Despite their empirical success, the reasons behind Adam's superior performance over SGD remain poorly understood. In this study, we analyze the optimization of Transformer models through the lens of emph{gradient heterogeneity}, defined as the variation in gradient norms across parameter blocks. We provide a theoretical analysis showing that gradient heterogeneity Source: arxiv.org
Zelestra, a global, multi-technology, customer-focused renewable energy company, has announced full commercial operations at the 6.5 MWdc Ginosa solar plant in Puglia, Italy.Ginosa is the fi. . . Source: globalrenewablenews.com
Extremely large mass-ratio inspirals (XMRIs), consisting of a brown dwarf orbiting a supermassive black hole, emit long-lived and nearly monochromatic gravitational waves in the millihertz band and constitute a promising probe of strong-field gravity and black-hole properties. However, dedicated data-analysis pipelines for XMRI signals have not yet been established. In this work, we develop, for the first time, a hierarchical semi-coherent search pipeline for XMRIs tailored to space-based gravit Source: arxiv.org
Guyana’s non-oil export earnings surged in 2025, driven largely by strong performances in the gold and bauxite sectors, with export revenues climbing to US 1.6 billion and US 144.1 million, respectively. Source: kaieteurnewsonline.com
Imagine waking up to another day in war-torn Ukraine, where the air hums with the distant echoes of conflict, and yet, for ordinary workers, life clings to Source: commstrader.com
Programming Principles in the Age of AI: DRY This is the first article in a series of thought experiments where I revisit programming principles through the lens of AI-assisted development. Obviously, we are in the midst of a paradigm change yet nobo... Source: kirilltolmachev.dev
Brent, the global benchmark, dropped more than 4 to just above 66 per barrel, while the West Texas Intermediate (WTI) fell below 63 during Asian trading hours. Source: www.ndtvprofit.com
Sensex and Nifty rebounded from losses in a special weekend session, as investors assessed the implications of the federal budget, which fell short of expectations for measures to attract foreign capital. Source: economictimes.indiatimes.com
The National Central Bureau (NCB) of Interpol Indonesia announced on Friday, January 23, that Interpol had issued a red notice for Mohammad Riza Chalid ... Source: en.antaranews.com
Russian drone strike killed 12 Ukrainian coal miners in what DTEK CEO Maxim Timchenko called an unprovoked terrorist attack on civilian workers returning from their shift. Source: www.foxnews.com
Microsoft's unprecedented 357 billion single-day market value loss despite strong earnings reveals a fundamental shift in investor sentiment toward AI investments, as capital expenditure concerns and growth deceleration trigger the largest valuation reset in corporate history and signal broader technology sector vulnerabilities. Source: www.webpronews.com
Discover the Power Grid Stock Liveblog, your ultimate resource for real-time updates and insightful analysis on a prominent stock. Keep track of Power Grid with the latest details, including: Last traded price 252.05, Market capitalization: 235630.8, Volume: 4435605, Price-to-earnings ratio 15.18, Earnings per share 16.69. Our comprehensive coverage combines fundamental and technical indicators to provide you with a comprehensive view of Power Grid's performance. Stay informed about breaking new Source: economictimes.indiatimes.com
Compare platforms that combine customer data with marketing automation to create personalized campaigns that convert and retain customers. Source: www.singlegrain.com
From tax holidays for cloud infrastructure to strategic pushes in semiconductor and AI, here are the key Budget takeaways for Indian startups. Source: inc42.com
An extratropical cyclone forecast to develop offshore in the South Atlantic is already driving growing instability across Santa Catarina, with officials warning that conditions could worsen between Monday, Feb. 2, and Wednesday, Feb. 4. The alerts were issued by Defesa Civil de Santa Catarina and reported by Ag ncia Brasil. Source: en.mercopress.com
SHANGHAI, Feb. 02, 2026 (GLOBE NEWSWIRE) -- Headquartered in Shanghai, Arctic Vision (Cayman) Limited ('Arctic Vision ), a global ophthalmic company, announced that it has entered into an agreement to acquire the innovative ophthalmic device business of MDCO Technology, a Hangzhou-based ophthalmic medical-device company. Source: www.manilatimes.net
A deep technical guide explaining what Transformer v5 introduces and how developers use its APIs, architecture changes, and performance improvements in production systems. Source: www.c-sharpcorner.com
WESTERN BUREAU: Three months after Hurricane Melissa struck western Jamaica, large sections of the community cable network remain dark, leaving operators to confront an estimated 1.4 billion in losses and the possibility that locally owned media... Source: jamaica-gleaner.com
Learn what Transformers v5 introduces and how to use its new architecture, APIs, and performance improvements for modern NLP, vision, and multimodal workflows. Source: www.c-sharpcorner.com
Epstein files lead to resignation in Slovakia and calls in Britain for former prince to cooperate NEW YORK (AP) Newly disclosed U.S. government files on Jeffrey Epstein have prompted the resignation... Source: www.winnipegfreepress.com
Railway stocks saw a rise on Sunday, February 1. Investors are optimistic about the upcoming Union Budget. Expectations are high for increased government spending on infrastructure, especially railways and transport. This anticipated capital expenditure push is driving the positive sentiment in railway stocks. The budget is expected to focus on projects like high-speed rail and freight corridors. Source: economictimes.indiatimes.com
Bharat Electronics, Power Grid, NTPC and HDFC Bank were among the other major gainers. However, Infosys, Tata Steel, Eternal and Tech Mahindra were among the laggards. Source: www.rediff.com
Pipeline gas leak in Turpu Palem village raises alarm among residents; authorities take immediate measures to contain the leak and ensure public safety. Source: www.deccanchronicle.com
India Business News: Finance minister Nirmala Sitharaman is set to present her ninth consecutive Union Budget on February 1, marking a rare Sunday sitting and a first in i. Source: timesofindia.indiatimes.com
Bank of Baroda reported a 4.39 rise in Q4 net profit to Rs 5,443 crore, driven by reduced provisions. Despite a 15 loan growth, net interest income saw minimal growth due to margin compression. The bank anticipates exceeding its FY26 loan growth target and aims to improve its Net Interest Margin. Source: economictimes.indiatimes.com
Markets opened flat on Budget Sunday amid high volatility, with cautious sentiment and expectations influencing trading activity. Source: www.thehindubusinessline.com
Bengaluru: Karnataka has secured Rs 1.1 lakh crore in fresh investments in the past 11 months, industries minister MB Patil said on Saturday, adding t. Source: timesofindia.indiatimes.com
Approval confirms compliance with Department of War cybersecurity, supply-chain, and operational standards, further positioning Ondas’ dual-use autonomous platform for expanded deployment across de Source: www.suasnews.com
Investors are watching the Union Budget for fiscal consolidation and growth spending. Analysts recommend buying quality stocks on dips, especially in infrastructure, defence, power, and housing. Key themes include sustained public capex, targeted support for rural demand, and thrust on renewables. Companies in these sectors are expected to benefit from government initiatives and policy continuity. Source: economictimes.indiatimes.com
Get the Lacewing - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Get the Katydid - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Get the Grasshopper - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Get the Fly - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Get the Charlie Brown Beetle - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Get the Dragonfly - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Get the Cockroach - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Get the Caterpillar - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Get the Beetle - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store. Source: assetstore.unity.com
Independent industry report recognizes Digital.Marketing for cybersecurity specialization, compliance-aware strategy, and revenue-focused execution Source: www.manilatimes.net
Oppo is expected to expand its flagship Find lineup with three new models: the Find N6, Find X9 Ultra, and Find X9s. A new leak now outlines the global launch timeline for all three devices and reveals their expected color options. Source: www.notebookcheck.net
GSCP-15: A governance protocol for agentic AI, ensuring traceability, repeatability, and safety in enterprise LLM workflows through structured control. Source: www.c-sharpcorner.com
GSCP-15: A framework for reliable LLM execution using governed agentic AI. It ensures traceability, repeatability, and safety in enterprise workflows. Source: www.c-sharpcorner.com
Gurgaon: Signature Towers underpass on NH-8 has turned into a risky passage especially during early morning and late evening hours. Around 150 str. Source: timesofindia.indiatimes.com
Noida: The Noida Power Company Limited (NPCL), which supplies power to Greater Noida, has geared up preparations for supply load augmentation and infr. Source: timesofindia.indiatimes.com
Axera AX8850-based M5Stack AI-88502 LLM Accelerator M.2 Kit 8GB offers an alternative to the Raspberry Pi AI HAT+ 2 for LLM and AI vision. Source: www.cnx-software.com
The Securities and Exchange Board of India has given the National Stock Exchange the go-ahead for its initial public offering. This marks a significant milestone after a decade of planning. The NSE's IPO is anticipated to be the largest in terms of size and post-market capitalization. Investor interest is high, with a surge in retail participation in unlisted shares. Source: economictimes.indiatimes.com
A town south of Atlanta has advised its residents not to drink their tap water after a fuel spill at Atlanta’s airport may have contaminated the Flint River Source: abcnews.go.com
Exploring how India's growth in AI and semiconductor manufacturing is reshaping the job landscape, creating millions of new roles and emphasizing the need for skilled talent. Source: cio.economictimes.indiatimes.com
India Business News: The United States has told India it can soon resume purchases of Venezuelan oil to reduce its reliance on Russian crude, Reuters reported. The move is. Source: timesofindia.indiatimes.com
India Business News: By Yellapu SantoshBudget 2026: We expect an inflection in India’s upcoming defence budget cycle, with core message being, capital outlay likely to gro. Source: timesofindia.indiatimes.com
Nationwide protests erupted on Friday with calls for a complete shutdown of work, school, and shopping. Demonstrations targeted the Trump administration's immigration policies. Incidents involving federal agents fueled public anger. Protests occurred in various cities, including Minneapolis, Michigan, Georgia, Maine, and Los Angeles. Some schools canceled classes, and businesses closed or donated proceeds to immigrant support groups. Source: economictimes.indiatimes.com
Bajaj Auto reports a strong December quarter with KTM and Triumph driving significant year-on-year growth in motorcycle sales, highlighting demand in the premium segment and upcoming models. Source: auto.economictimes.indiatimes.com
Panchkula: Haryana revenue and disaster management minister Vipul Goyal Friday directed officials to take immediate action against illegal encroachmen. Source: timesofindia.indiatimes.com
Residents in Griffin, Georgia, south of Atlanta, has told residents not to drink their tap water after a fuel spill occurred at Hartsfield-Jackson Atlanta International Airport. Source: nypost.com
The next phase of platform engineering isn't about giving developers more tools; it's about taking requirements off their plate. Source: thenewstack.io
Transportation company Uber has publishing a detailed account of its new observability platform on it's blog, highlighting that for them, network visibility is now a strategic capability rather than a set of discrete monitoring tools. Source: www.infoq.com
Protesters across the nation participated in a general strike on Friday, demonstrating against ICE presence in some cities. Source: www.businessinsider.com
Security researchers have uncovered ClawdBot, a sophisticated attack that exploits Anthropic's Claude AI to steal cryptocurrency by manipulating the Model Context Protocol integration. The technique represents a new category of AI-mediated theft that challenges existing security frameworks. Source: www.webpronews.com
India Business News: New Delhi: With a focus on creating jobs in the private sector, the World Bank on Friday announced a new country framework for India with an annual su. Source: timesofindia.indiatimes.com
In Hong Kong, the national security trial of three Tiananmen massacre commemoration organizers began last Thursday; Zhang Youxia is the latest victim of Xi's political purges; UN experts decry ethnic minorities' forced labor; Chinese hackers had access to UK top leaders' phones for years, and more. Source: hrichina.substack.com
US President Donald Trump announces potential tariffs on countries providing oil to Cuba, ramping up pressure on the island’s leadership. Source: www.jpost.com
BEIRUT (AP) This time felt different. The 25-year-old Iranian fashion designer hoped that mass protests nearly four years ago would improve civil rights in the Islamic Republic. Not much changed, th... Source: www.winnipegfreepress.com
BEIRUT (AP) This time felt different. The 25-year-old Iranian fashion designer hoped that mass protests nearly four years ago the ones that erupted after a young woman was arrested and died in cus... Source: www.winnipegfreepress.com
Xerox Holdings Corp. (XRX) lost around 13 percent on Thursday's regular trading on the Nasdaq, after the company reported wider loss in its fourth quarter despi... Source: www.rttnews.com
National Shutdown organizers are urging Americans to skip work, school, and shopping today after the fatal shooting of Alex Pretti by ICE agents. Source: www.fastcompany.com
ABO Energy has successfully completed the sale of three solar projects in France with a total capacity of 85 MWp. The income and cash inflows from the three projects will be spread across the fiscal . . . Source: globalrenewablenews.com
India's bioenergy sector is set to play an important role underpinning the country's rapidly growing energy markets as robust policy frameworks boost ethanol and compressed biogas production. . . Source: globalrenewablenews.com
OnePlus shutdown rumors have sparked confusion among fans. Here’s what OnePlus says, why the rumors started, and what the future holds. Source: nokiapoweruser.com
SAN CARLOS, Calif., Jan. 29, 2026 (GLOBE NEWSWIRE) -- Vaxcyte, Inc. (Nasdaq: PCVX), a clinical-stage vaccine innovation company, announced today the pricing of an underwritten public offering of common stock. Vaxcyte is selling 11,000,000 shares of common stock in the offering at a public offering price of 50.00 per share. The aggregate gross proceeds to Vaxcyte from this offering are expected to be 550 million, before deducting underwriting discounts and commissions and other offering expense Source: www.manilatimes.net
The movement against dictatorship must be armed with a political perspective, a strategy for victory and new forms of organization rooted in the power of the working class. Source: www.wsws.org
Rest of World News: TOI correspondent from Washington: Canada is finding out the hard way why New Delhi is so tetchy about Khalistani capers in Kannedda. A growing sepa. Source: timesofindia.indiatimes.com
The 2026 budget has an allocation of 66.2B to address further upgrades to the transmission and distribution network (T&D Network) with the aim to improve the national grid. Source: kaieteurnewsonline.com
The Zangezur project includes the construction of a two-circuit, 330 kV transmission line with a capacity of 1,000 megawatts, extending 105 km from Jabrayil to Aghbend and 74 km from Nakhchivan to the Ordubad border. The route follows the Araz River and crosses mountainous and rocky terrain, requiring complex engineering solutions. Source: www.azernews.az
Indian shares were moving lower in early trade on Friday as Apple warned of margin pressures and trade tensions returned to haunt investors. U.S. President Do... Source: www.rttnews.com
Rest of World News: Canadian Prime Minister Mark Carney urged the United States to respect Canada's sovereignty after reports of US President Donald Trump's team meetin. Source: timesofindia.indiatimes.com
Teams at NASA’s Kennedy Space Center in Florida continue to prepare the SLS (Space Launch System) rocket, Orion spacecraft, and ground infrastructure for the Artemis II test flight, Azernews reports, citing foreign media. Source: www.azernews.az
GE Vernova T&D shares rise 9 after strong Q3 earnings and brokerages upgrade targets, highlighting robust growth and order inflows. Source: www.thehindubusinessline.com
Replace fossil fuels with clean energy technologies such as solar, wind, electric vehicles and batteries. We are well on our way Source: www.juancole.com
Cadeler today (Jan 28) announces that it has signed a preferred supplier agreement (PSA) with an undisclosed client for the transportation and installation (T&I) of monopiles and transition pi. . . Source: globalrenewablenews.com
Hydrostor, a leading global long duration energy storage (LDES) developer and operator, and Baker Hughes, an energy technology company, announced Wednesday a strategic technology solutions and e. . . Source: globalrenewablenews.com
Prabhas is set to begin work on the sequel to Kalki 2898 AD soon, making it one of the most anticipated films in development. Source: www.deccanchronicle.com
A new and far-reaching wave of mass layoffs is sweeping the United States, marking a decisive escalation in the ruling class’s assault on the working class. Source: www.wsws.org
Shares of Larsen & Toubro (L&T) surged 3.6 per cent in early trade on Thursday to emerge among the top gainers on the Nifty 50, tracking investor reaction to the December quarter earnings and largely positive brokerage commentary on its medium-term prospects. Source: www.thehindubusinessline.com
New offering enables CISOs, security teams, and MSSPs to deploy AI for threat analysis, incident response, and compliance without exposing sensitive data to public models Source: www.manilatimes.net
Stakk aims for 15m ARR by mid-year after record 2025 growth, backed by Robinhood's Mobile IQ SDK rollout and a robust upsell pipeline. Source: smallcaps.com.au
These workers account for approximately two-thirds of total US refining capacity, placing them at the center of the country’s energy infrastructure and the global oil supply chain. Source: www.wsws.org
SA has the mineral endowment, technical expertise and institutional capacity to compete with leading exploration jurisdictions. Source: www.citizen.co.za
SCO announces 5G for AJK by 2026, but locals are furious. Users called the move a joke amid ongoing 4G & signal failures in the region. Source: www.techjuice.pk
SHANGHAI, Jan. 29, 2026 /PRNewswire/ -- WuXi Biologics (2269.HK), a leading global Contract Research, Development, and Manufacturing Organization (CRDMO), and Sinorda Biomedicine today jointly announced a strategic collaboration for the development and manufacturing of SND006, a novel bispecific antibody, for the potential treatment of inflammatory bowel disease (IBD) and other autoimmune diseases. Source: www.manilatimes.net
TVS Motor Company reported a robust 49 year-on-year jump in consolidated net profit to Rs 841 crore for the December quarter, driven by record sales and revenue. The two-wheeler major's overall sales grew 27 YoY to 15.44 lakh units, with strong performance across motorcycles, scooters, and international markets. Source: economictimes.indiatimes.com
Indonesian Coordinating Minister for Political and Security Affairs Djamari Chaniago met with Australian Minister for Home Affairs Tony Burke to explore ... Source: en.antaranews.com
India Business News: By Siddhartha KhemkaAs India approaches the FY27 Union Budget, expectations are centred on striking a fine balance between fiscal consolidation and su. Source: timesofindia.indiatimes.com
Senior Taiwanese and US officials discussed cooperation in artificial intelligence, tech and drones at a high-level forum begun during the first Trump administration, with the US State Department praising Taipei as a vital partner. Source: economictimes.indiatimes.com
CG Power shares gain 6 on strong December-quarter profit of 311.65 crore and 1.30 interim dividend; analysts highlight robust transformer demand and exports. Source: www.thehindubusinessline.com
Trump told Axios in an interview on January 26 that the situation with Iran is in flux because he sent a big armada to the region Source: www.juancole.com
Extracting actionable suggestions from customer reviews is essential for operational decision-making, yet these directives are often embedded within mixed-intent, unstructured text. Existing approaches either classify suggestion-bearing sentences or generate high-level summaries, but rarely isolate the precise improvement instructions businesses need. We evaluate a hybrid pipeline combining a high-recall RoBERTa classifier trained with a precision-recall surrogate to reduce unrecoverable false n Source: arxiv.org
Forecasting rare events in multivariate time-series data is challenging due to severe class imbalance, long-range dependencies, and distributional uncertainty. We introduce EVEREST, a transformer-based architecture for probabilistic rare-event forecasting that delivers calibrated predictions and tail-aware risk estimation, with auxiliary interpretability via attention-based signal attribution. EVEREST integrates four components: (i) a learnable attention bottleneck for soft aggregation of tempor Source: arxiv.org
Using multiple open-access models trained on public datasets, we developed Tri-Reader, a comprehensive, freely available pipeline that integrates lung segmentation, nodule detection, and malignancy classification into a unified tri-stage workflow. The pipeline is designed to prioritize sensitivity while reducing the candidate burden for annotators. To ensure accuracy and generalizability across diverse practices, we evaluated Tri-Reader on multiple internal and external datasets as compared with Source: arxiv.org
Data-driven turbulence prediction methods often face challenges related to data dependency and lack of physical interpretability. In this paper, we propose a physics-informed Transformer operator (PITO) and its implicit variant (PIITO) for predicting three-dimensional (3D) turbulence, which are developed based on the vision Transformer (ViT) architecture with an appropriate patch size. Given the current flow field, the Transformer operator computes its prediction for the next time step. By embed Source: arxiv.org
Tabular data sets with varying missing values are prepared for machine learning using an arbitrary imputation strategy. Synthetic values generated by imputation models often raise concerns regarding data quality and the reliability of data-driven outcomes. To address these concerns, this article proposes an imputation-free incremental attention learning (IFIAL) method for tabular data with missing values. A pair of attention masks is derived and retrofitted to a transformer to directly streamlin Source: arxiv.org
Compositional generalization-the ability to interpret novel combinations of familiar components-remains a persistent challenge for neural networks. Behavioral evaluations reveal when models fail but offer limited insight into why failures arise at the representational level. We introduce Homomorphism Error (HE), a structural metric that quantifies deviations from approximate homomorphisms between the expression algebra and a model's hidden-state space. We instantiate HE for two compositional ope Source: arxiv.org
Learning reduced descriptions of chaotic many-body dynamics is fundamentally challenging: although microscopic equations are Markovian, collective observables exhibit strong memory and exponential sensitivity to initial conditions and prediction errors. We show that a self-attention-based transformer framework provides an effective approach for modeling such chaotic collective dynamics directly from time-series data. By selectively reweighting long-range temporal correlations, the transformer le Source: arxiv.org
Madhya Pradesh High Court establishes a probe panel to investigate water contamination linked to deaths in Indore's Bhagirathpura. Source: www.thehindu.com
Budget 2026 expectation: Seafood exporters in the country seek free trade agreements, input subsidies, and digital adoption incentives to regain global competitiveness and address regulatory hurdles. Source: economictimes.indiatimes.com
Hindalco Industries is significantly expanding its operations in India. The company is investing Rs 21,000 crore to double its aluminium smelter capacity in Sambalpur, Odisha. This move follows the commissioning of a new facility for flat-rolled products and battery-grade aluminium foil. Source: economictimes.indiatimes.com
The device is designed as an open system for rapid deployment of vision, audio, and AIoT applications, aimed at researchers, and developers requiring more capab... Source: linuxgizmos.com
China is undertaking an energy-building boom unlike anything the world has ever seen, as Beijing seeks to ensure supply for power-hungry facilities that are key... Source: financialpost.com
Guyana’s gold sector posted strong growth in 2025, recording an 11.6 percent increase in declared production, with total output climbing to 484,321 ounces an increase of 50,254 ounces over the previous year. Source: kaieteurnewsonline.com
Noida: A 33kV power substation, coming up in Dadri's Duriyai Kacheda, is expected to improve electricity supply across a dozen villages in Greater Noi. Source: timesofindia.indiatimes.com
AI will replace repetitive jobs but create new opportunities, says Principal Scientific Advisor Ajay Kumar Sood, as India ramps up skilling and AI labs. Source: www.thehindubusinessline.com
TAIPEI Senior Taiwanese and US officials discussed co-operation in artificial intelligence, tech and drones at a high-level forum begun during the first Trump administration, with the US State Department praising Taipei as a vital partner. The US is Taiwan's most important international backer and arms supplier despite the lack of formal diplomatic ties. The US-Taiwan Economic Prosperity Partnership Dialogue first... Source: www.asiaone.com
Having spent 2.5 billion to upgrade several hinterland airstrips last year, the government is planning to spend 4 billion more this year on a few similar projects. Source: kaieteurnewsonline.com
Amid an ongoing internet blackout in Iran, one man was able to get through and speak with CBS News, describing what he said was a massacre of anti-government protesters in early January. Source: www.cbsnews.com
The critical change is that the market ended 2025 with sequential improvement, while rents set a new high. In Hong Kong, that combination typically means the re... Source: www.dimsumdaily.hk
Semtech has just launched the AirLink RX400 and EX400 5G RedCap routers for industrial and commercial IoT applications. They offer a lower power Source: www.cnx-software.com
LINXIA, China, Jan. 27, 2026 /PRNewswire/ -- 'The equipment grounding is normal, the charging gun contact is good, and it can be safely put into use...' On January 26, Ma Lei and Mu Yanlin, the transformer district managers of the Xinji Power Supply Office of the State Grid Linxia Power Supply Company, conducted a comprehensive special inspection of the public new energy vehicle charging equipment in Linxia County, Linxia Prefecture, to meticulously check and strengthen the equipment safety lin Source: www.manilatimes.net
More than 100 organizations - including industry leaders Alibaba, Amazon, Ant Group, Canon, Canonical, Fujitsu, Google, IBM & Red Hat, Meta, Microsoft, NEC, Nissan, Olympus, OVHcloud, Philips, Sony, SUSE, TD Bank Group, Toshiba, Toyota, and Yokogawa Electric - have committed to the upgraded OIN 2.0 program and urge others to follow suit. Source: www.manilatimes.net
Severe cold and wet conditions are expected in North-West India due to incoming western disturbances and Arctic blasts. Source: www.thehindubusinessline.com
The EU has now given its final approval to a legally binding ban on Russian gas imports, pretending this is some grand moral victory. Reuters is reporting Source: www.armstrongeconomics.com
Existing brain tumor segmentation methods usually utilize multiple Magnetic Resonance Imaging (MRI) modalities in brain tumor images for segmentation, which can achieve better segmentation performance. However, in clinical applications, some modalities are often missing due to resource constraints, resulting in significant performance degradation for methods that rely on complete modality segmentation. In this paper, we propose a Multimodal feature distillation with Mamba-Transformer hybrid netw Source: arxiv.org
We present OREHAS (Optimized Recognition & Evaluation of volumetric Hydrops in the Auditory System), the first fully automatic pipeline for volumetric quantification of endolymphatic hydrops (EH) from routine 3D-SPACE-MRC and 3D-REAL-IR MRI. The system integrates three components -- slice classification, inner ear localization, and sequence-specific segmentation -- into a single workflow that computes per-ear endolymphatic-to-vestibular volume ratios (ELR) directly from whole MRI volumes, elimin Source: arxiv.org
The Cerebras Wafer-Scale Engine (WSE) delivers performance at an unprecedented scale of over 900,000 compute units, all connected via a single-wafer on-chip interconnect. Initially designed for AI, the WSE architecture is also well-suited for High Performance Computing (HPC). However, its distributed asynchronous programming model diverges significantly from the simple sequential or bulk-synchronous programs that one would typically derive for a given mathematical program description. Targeting Source: arxiv.org
This paper discusses the internal behavior of Transformer language models. Many recent pre-trained models have been reported to exhibit only slight changes in the angular distance between the input and output hidden state vectors in the middle Transformer layers, despite a disproportionately large ``jump'' in the angular distance occurring in or around the final Transformer layer. To characterize this, we first introduce a quantitative metric for the jump strength around the final layer, and the Source: arxiv.org
We study Transformer overparameterization through the lens of angular similarity in high-dimensional encoder-decoder embeddings. We apply Bernoulli dropout between the encoder and the decoder, varying the keep probability p to identify a sparsity-dependent threshold above which the Top-1 prediction is preserved. Theoretically, we prove that, if the effective sparsity embeddings is sufficiently large, and thus decoder performance, remain stable under moderate coordinate dropout. Empirically, we Source: arxiv.org
Brain decoding aims to interpret and translate neural activity into behaviors. As such, it is imperative that decoding models are able to generalize across variations, such as recordings from different brain sites, distinct sessions, different types of behavior, and a variety of subjects. Current models can only partially address these challenges and warrant the development of pretrained neural transformer models capable to adapt and generalize. In this work, we propose RPNT - Robust Pretrained Source: arxiv.org
Structural dynamics of macromolecules is critical to their structural-function relationship. Cryogenic electron microscopy (CryoEM) provides snapshots of vitrified protein at different compositional and conformational states, and the structural heterogeneity of proteins can be characterized through computational analysis of the images. For protein systems with multiple degrees of freedom, it is still challenging to disentangle and interpret the different modes of dynamics. Here, by implementing Source: arxiv.org
Recently, large efforts have been made to design efficient linear-complexity visual Transformers. However, current linear attention models are generally unsuitable to be deployed in resource-constrained mobile devices, due to suffering from either few efficiency gains or significant accuracy drops. In this paper, we propose a new de textbf{C}oupled du textbf{A}l-interactive linea textbf{R} att textbf{E}ntion (CARE) mechanism, revealing that features' decoupling and interaction can fully unleash Source: arxiv.org
Training of multimodal foundation models is currently restricted to centralized data centers containing massive, aligned datasets (e.g., image-text pairs). However, in realistic federated environments, data is often unpaired and fragmented across disjoint nodes; one node may hold sensor data, while another holds textual logs. These datasets are strictly private and share no common samples. Current federated learning (FL) methods fail in this regime, as they assume local clients possess aligned p Source: arxiv.org
Russian Foreign Ministry Spokesperson Maria Zakharova on Monday criticized the European Union's decision to ban all imports of Russian liquefied natural gas (LNG) to the bloc, claiming that the Europeans have given up their freedom , Azernews reports. Source: www.azernews.az
In this paper, we present DIETA, a small, decoder-only Transformer model with 0.5 billion parameters, specifically designed and trained for Italian-English machine translation. We collect and curate a large parallel corpus consisting of approximately 207 million Italian-English sentence pairs across diverse domains, including parliamentary proceedings, legal texts, web-crawled content, subtitles, news, literature and 352 million back-translated data using pretrained models. Additionally, we crea Source: arxiv.org
Accurate and rapid characterization of broadband electric fields is essential for all ultrafast applications and remains an active field of research. In this work, we introduce remote dispersion scan, a transformer neural network enabled dispersion scan based pulse characterization method that can characterize femtosecond laser pulses. A local scan of the non-linear spectral phase before several linear and nonlinear processes, including amplification, compression, and self phase modulation, allo Source: arxiv.org
Adjusting rifle sights, a process commonly called zeroing, requires shooters to identify and differentiate bullet holes from multiple firing iterations. Traditionally, this process demands physical inspection, introducing delays due to range safety protocols and increasing the risk of human error. We present an end-to-end computer vision system for automated bullet hole detection and iteration-based tracking directly from images taken at the firing line. Our approach combines YOLOv8 for accura Source: arxiv.org
Despite recent strides made by AI in image processing, the issue of mixed exposure, pivotal in many real-world scenarios like surveillance and photography, remains inadequately addressed. Traditional image enhancement techniques and current transformer models are limited with primary focus on either overexposure or underexposure. To bridge this gap, we introduce the Unified-Exposure Guided Transformer (Unified-EGformer). Our proposed solution is built upon advanced transformer architectures, equ Source: arxiv.org
Machine learning-based surrogate models have emerged as more efficient alternatives to numerical solvers for physical simulations over complex geometries, such as car bodies. Many existing models incorporate the simulation mesh as an additional input, thereby reducing prediction errors. However, generating a simulation mesh for new geometries is computationally costly. In contrast, mesh-free methods, which do not rely on the simulation mesh, typically incur higher errors. Motivated by these cons Source: arxiv.org
We present JetFormer, a versatile and scalable encoder-only Transformer architecture for particle jet tagging at the Large Hadron Collider (LHC). Unlike prior approaches that are often tailored to specific deployment regimes, JetFormer is designed to operate effectively across the full spectrum of jet tagging scenarios, from high-accuracy offline analysis to ultra-low-latency online triggering. The model processes variable-length sets of particle features without relying on input of explicit pai Source: arxiv.org
We introduce a novel modeling pipeline for strongly lensed point sources, using the GIGA-Lens framework, running on four A100 GPUs via the JAX platform. Using simulations, we demonstrate accurate and precise recovery of image positions, fluxes, and time delays, together with inference of complex lens mass distributions -- including the mass density slope, -- from images of lensed point sources alone. We further show that we can achieve statistical uncertainty of sim 3.6 ( sim 2.5 , m Source: arxiv.org
PyTerrier provides a declarative framework for building and experimenting with Information Retrieval (IR) pipelines. In this demonstration, we highlight several recent pipeline operations that improve their ability to be programmatically inspected, visualized, and integrated with other tools (via the Model Context Protocol, MCP). These capabilities aim to make it easier for researchers, students, and AI agents to understand and use a wide array of IR pipelines. Source: arxiv.org
Modern autonomous systems with machine learning components often use uncertainty quantification to help produce assurances about system operation. However, there is a lack of consensus in the community on what uncertainty is and how to perform uncertainty quantification. In this work, we propose that uncertainty measures should be understood within the context of overall system design and operation. To this end, we present two novel analysis techniques. First, we produce a probabilistic specific Source: arxiv.org
Attention matrices are fundamental to transformer research, supporting a broad range of applications including interpretability, visualization, manipulation, and distillation. Yet, most existing analyses focus on individual attention heads or layers, failing to account for the model's global behavior. While prior efforts have extended attention formulations across multiple heads via averaging and matrix multiplications or incorporated components such as normalization and FFNs, a unified and comp Source: arxiv.org
A potentially deadly winter storm is bearing down on most of the U.S., followed by days of bitter, if not record cold. This sort of extreme weather is a good Source: dailycaller.com
Unlock the power of conversational advertising with our expert ChatGPT ads consulting. We help B2B & SaaS companies drive ROI and gain a first-mover advantage. Source: www.singlegrain.com
Over the last four months, Pacsun has developed tools and tweaked campaigns based on feedback from teenagers and twenty-somethings. Source: digiday.com
The rapid growth of Large Transformer-based models, specifically Large Language Models (LLMs), now scaling to trillions of parameters, has necessitated training across thousands of GPUs using complex hybrid parallelism strategies (e.g., data, tensor, and pipeline parallelism). Checkpointing this massive, distributed state is critical for a wide range of use cases, such as resilience, suspend-resume, investigating undesirable training trajectories, and explaining model evolution. However, existin Source: arxiv.org
Generalization to unseen concepts is a central challenge due to the scarcity of human annotations in Mention-agnostic Biomedical Concept Recognition (MA-BCR). This work makes two key contributions to systematically address this issue. First, we propose an evaluation framework built on hierarchical concept indices and novel metrics to measure generalization. Second, we explore LLM-based Auto-Labeled Data (ALD) as a scalable resource, creating a task-specific pipeline for its generation. Our resea Source: arxiv.org
The UK's latest offshore wind auction awarded 8.4 GW, making it the biggest offshore wind auction in Europe to date. Strong competition led to competitive average prices of 91.20/MWh in England . . . Source: globalrenewablenews.com
The installation of the last wind turbine at the 920 MW Greater Changhua 2b and 4 offshore wind farms in Taiwan was completed last week, marking a successful conclusion of the wind turbine. . . Source: globalrenewablenews.com
Trina Storage, the global energy storage solutions provider and a business unit of Trinasolar, has signed its first large-scale battery energy storage project in Italy with Aer Sol ir, an Irish compa. . . Source: globalrenewablenews.com
Diffusion Transformers have recently demonstrated remarkable performance in video generation. However, the long input sequences result in high computational latency due to the quadratic complexity of full attention. Various sparse attention mechanisms have been proposed. Training-free sparse attention is constrained by limited sparsity and thus offers modest acceleration, whereas training-based methods can reach much higher sparsity but demand substantial data and computation for training. In th Source: arxiv.org
The growing demand for diverse and high-quality facial datasets for training and testing biometric systems is challenged by privacy regulations, data scarcity, and ethical concerns. Synthetic facial images offer a potential solution, yet existing generative models often struggle to balance realism, diversity, and identity preservation. This paper presents SCHIGAND, a novel synthetic face generation pipeline integrating StyleCLIP, HyperStyle, InterfaceGAN, and Diffusion models to produce highly r Source: arxiv.org
Artificial intelligence in construction increasingly depends on structured representations such as Building Information Models and knowledge graphs, yet early-stage building designs are predominantly created as flexible boundary-representation (B-rep) models that lack explicit spatial, semantic, and performance structure. This paper presents a robust, fully automated framework that transforms unstructured B-rep geometry into knowledge-graph-based Building Information Models and further into exec Source: arxiv.org
Artificial-intelligence (AI) workloads are driving rapid growth in data-center electricity use and rack power density, increasing demand for power-delivery systems that are efficient and robust to fast load transients. Conventional uninterruptible power supply (UPS) based AC distribution chains involve multiple conversion stages and line-frequency transformers, which compound losses and are less compatible with dynamic AI power profiles. Although solid-state transformers (SSTs) and 800 VDC distr Source: arxiv.org
Robot-assisted rehabilitation offers an effective approach, wherein exoskeletons adapt to users' needs and provide personalized assistance. However, to deliver such assistance, accurate prediction of the user's joint torques is essential. In this work, we propose a feature extraction pipeline using 8-channel surface electromyography (sEMG) signals to predict elbow and shoulder joint torques. For preliminary evaluation, this pipeline was integrated into two neural network models: the Multilayer P Source: arxiv.org
The Wide Field Survey Telescope (WFST) is a dedicated photometric surveying facility built jointly by the University of Science and Technology of China (USTC) and the Purple Mountain Observatory (PMO). Since many of its scientific objectives rely on near-real-time data for effective analysis, prompt processing of WFST images is of great significance. To meet this need, we adapted the Rubin Observatory Legacy Survey of Space and Time (LSST) science pipelines to handle the data collected by WFST. Source: arxiv.org
rsted takes ninth place in this year's Corporate Knights Global 100, which ranks the most sustainable companies in the world based on an assessment of the companies' sustainabili. . . Source: globalrenewablenews.com
This guide evaluates the top ChatGPT paid media agencies best equipped to help brands win early and scale responsibly in this emerging channel. Source: www.singlegrain.com
Trump’s talk of frameworks and mineral rights wraps that ambition in the language of security, yet the commercial logic is the louder drumbeat. Source: www.dimsumdaily.hk
This guide evaluates the elite ChatGPT ad agencies poised to lead this era, providing the data you'll need to select a partner for your organization's growth. Source: www.singlegrain.com
The Government of Guyana is looking to attract Indian companies to bid for the Amaila Falls Hydropower project, which was first introduced back in 2011 and shelved on multiple occasions. Source: kaieteurnewsonline.com
Budget 2026 Expectations Live: Union Budget 2026 is set to be presented by Finance Minister Nirmala Sitharaman at the end of this week on February 1, Source: timesofindia.indiatimes.com
America can’t defend its jets, grid, or future by outsourcing critical minerals; responsible domestic mining is a national security imperative, not an environmental indulgence... Source: www.zerohedge.com
India's crude oil sourcing strategy has shown a clear shift toward lower-risk and more execution-reliable supply, with the Middle Eastern barrels gaining share as Russian crude flows remain present but increasingly selective and compliance-driven. Source: www.thehindubusinessline.com
Iran's ambassador praises India's opposition to a UNHRC resolution on human rights amid ongoing protests and violence in Iran. Source: www.thehindu.com
Both sides in the conflict between Syrian government forces and the Kurdish-led Syrian Democratic Forces in Northeast Syria need to protect civilians and respect human rights in their operations. Source: www.hrw.org
Elevate your workflow with the Mark A Whippet Tank asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store. Source: assetstore.unity.com
This deep dive explores crafting business development strategies amid 2026's AI surge, economic pressures, and partnership demands, drawing from U.S. Chamber guidance and expert forecasts for resilient growth. Source: www.webpronews.com
Discover how AgriStack transforms India's agriculture sector by ensuring inclusive, efficient, and transparent governance for all farmers. Source: www.thehindubusinessline.com
Pune: The civic body has planned repairs to drainage and stormwater lines near the Barangani Mala well to reduce the risk of sewage seepage into the w. Source: timesofindia.indiatimes.com
A total of 14,537 flights across the US were grounded through Monday, reaching levels not seen since the government shutdown last year Source: www.ndtvprofit.com
The first trilateral talks between Russia, Ukraine and the United States since the 2022 invasion concluded in Abu Dhabi without a clear breakthrough, even as fi... Source: www.dimsumdaily.hk
Times News NetworkMohali: Electricity supply was fully restored in the worst-hit areas of Mohali by Saturday afternoon following intensive repair work. Source: timesofindia.indiatimes.com
Aneet Padda, the star of Saiyaara’, goes viral as a fan comment about Timothee Chalamet resurfaces. Discover her journey from fan girl to rising Bollywood star with upcoming projects! Source: timesofindia.indiatimes.com
Russia launched another vast attack on Ukraine's energy system, rocking Kyiv with explosions overnight and into Saturday (Jan 24) morning, leaving 1.2 million properties without power countrywide during sub-zero winter cold.Deputy Prime Minister Oleksiy Kuleba said more than 3,200 buildings in the capital remained without heating in the late evening, down from 6,000 in the morning. Night-time temperatures were hovering... Source: www.asiaone.com
Discover the meaning of talent acquisition and its importance in today's competitive job market. Learn what talent acquisition means, its processes, and how it can enhance your recruitment strategy. Source: smallbiztrends.com
Venezuela aims to increase oil output significantly this year. New reforms will allow private companies to invest in the nation's oil sector. This move seeks to revive production from historic lows. The government is also initiating dialogue with the opposition for national unity. These changes signal a shift in Venezuela's oil industry strategy. Source: economictimes.indiatimes.com
US power grids face strain as a winter storm pushes electricity prices sharply higher, with PJM rates briefly topping 3,000 per MWh amid record demand. Source: www.thehindubusinessline.com
14,537 flights across the U.S. were grounded through Monday, reaching levels not seen since the government shutdown last year, airline tracking company FlightAware said. Source: www.japantimes.co.jp
A sprawling winter storm has grounded more than 14,500 flights around the US, halted trains and triggered a grid emergency and knocked out power to thousands, a... Source: financialpost.com
The Ruby 4.0 release is the 30th birthday of the language! Read to understand everything that's changed in Ruby 4, and how to upgrade with the least friction. Source: www.honeybadger.io
A sweeping winter storm has canceled thousands of US flights, triggered emergency declarations in multiple states, and placed severe strain on power grids as extreme cold spreads nationwide. Source: www.jpost.com
Union Budget 2026 arrives amid escalating climate warnings, water stress, heatwaves, floods, and air pollution. The upcoming budget is likely to focus on executing climate action as an industrial strategy. Expect significant investments in green infrastructure and renewable energy. The budget aims to bridge gaps in adaptation finance and ensure effective implementation. This marks a crucial step towards a multi-trillion dollar green economy for India. Focus will be on water resilience and ur Source: economictimes.indiatimes.com
KYIV, Ukraine (AP) Olena Janchuk spends another day of freezing isolation in her high-rise apartment. The former kindergarten teacher suffers from severe rheumatoid arthritis, and has been trapped f... Source: www.winnipegfreepress.com
More than half the US threatened with ice, snow and cold in massive winter storm DALLAS (AP) Freezing rain fell in parts of Texas on Friday as a huge, dayslong winter storm began a trek that threate... Source: www.winnipegfreepress.com
Noida: Early morning showers led to long hours of outages in several sectors. Some of the affected areas included Sectors 22, 33, 44, 105, 55, 81 amon. Source: timesofindia.indiatimes.com
Ace investor Ashish Kacholia reshuffled his Rs 2,400 crore equity portfolio during the December quarter, adding new names, increasing exposure to select holdings and trimming stakes in others. The changes reflect a mix of fresh bets and tactical adjustments following sharp stock-specific corrections and selloff in smallcap stocks in 2025. Here is a closer look at the additions, stake increases, trims and exits made during the third quarter. Portfolio Watch Source: economictimes.indiatimes.com
A new Pentagon document says its defense strategy is pivoting toward burden-sharing as the U.S. plans a more limited role in deterring North Korea and other parts of the world. Source: www.foxnews.com
Chandigarh: Outgoing mayor Harpreet Kaur Babla Friday presented a detailed account of works, reforms and initiatives undertaken during her one-year te. Source: timesofindia.indiatimes.com
India Business News: As the Union Budget 2026 is drawing closer, India’s precious metal refiners are have laid out their expecations from the finance minister. The sector . Source: timesofindia.indiatimes.com
A day after Baseball America unveiled its top 100 prospects in baseball which featured three young Blue Jays, MLB Pipeline revealed its own top 100 list, with those same three Jays. Source: www.sportsnet.ca
TNNChandigarh: As rain and icy winds buffeted the city, gaps in infrastructure were laid bare. In a turn of events practically unheard of in Chandigar. Source: timesofindia.indiatimes.com
Chandigarh: Uprooted trees, collapsed electricity poles and prolonged power cuts marked a day of severe disruption in Mohali district on Friday, when . Source: timesofindia.indiatimes.com
The Giants dangled their second-best prospect to try to land CJ Abrams but the Nationals didn't bite. MLB Trade Rumors has more on the talks. Source: www.mlbtraderumors.com
You walk into a cinema, queue at the counter, and the bright chrome of a Coca-Cola Freestyle machine catches your eye. It is fun, it is tactile, and it prom ... Source: bitrebels.com
The federal government says a military mission to help a northern Manitoba First Nation in the aftermath of a water crisis brought on by a power outage is complete. Source: globalnews.ca
The House approved Department of Homeland Security funding Thursday. The bill now moves to the Senate, with final approval needed next week. Source: chicago.suntimes.com
SINGAPORE For Carla Castle, 29, a public servant, the City Direct bus journey from her home in Jalan Kayu to her workplace in Bugis takes about an hour.Previously, she relied on the MRT, a trip that could take between 1hr 20min and 1hr 45min.At a focus group discussion held by the Land Transport Authority (LTA) on Jan 23, she... Source: www.asiaone.com
In this weekly Plain Facts compilation, we present to you data-based insights, with easy-to-read charts, to help you delve deeper into the stories reported by Mint in the week gone by. Source: www.livemint.com
NBC News correspondent Ryan Chandler joins Here's the Scoop and speaks to the lingering impact of the 2021 Texas power crisis ahead of what could be another historic winter storm. Source: www.nbcnews.com
A massive winter storm is sweeping across the United States. Freezing rain and snow are hitting many regions. Millions are under watches and warnings for ice and cold. Extensive power outages are a major concern. Schools are closed, and flights are canceled. Authorities are preparing for severe impacts and potential damage. Source: economictimes.indiatimes.com
WHO WE ARE Noora Health India Private Limited is a key partner in Noora Health’s (http://www.noorahealth.org/) mission is to improve outcomes and strengthen health systems by equipping family caregivers with the skills they need to care for their loved ones. They develop content, technology platforms, new products, and strengthen other operational functions that support the scale and impact of Noora Health’s programs. Founded in 2014, Noora Health turns hospital hallways and waiting rooms in Source: www.ycombinator.com
AI tools like Encharge, Klaviyo, and emerging platforms such as Mocha AI are revolutionizing email marketing, delivering up to 10x sales growth through predictive personalization and automation. Industry reports and X insights reveal the strategies powering 2026's top campaigns. Source: www.webpronews.com
The recent cases of water-borne diseases were reported from the Patti Bazaar and Chander Marg areas in Mhow tehsil of Madhya Pradesh's Indore district. Earlier seven people had reportedly died due to water contamination in Bhagirathpura. Source: www.livemint.com
Sensex and Nifty decline as FII selling pressure offsets initial gains, with select stocks like Asian Paints and TCS performing well. Source: www.thehindu.com
Purpose: Accurate 3D hand pose estimation supports surgical applications such as skill assessment, robot-assisted interventions, and geometry-aware workflow analysis. However, surgical environments pose severe challenges, including intense and localized lighting, frequent occlusions by instruments or staff, and uniform hand appearance due to gloves, combined with a scarcity of annotated datasets for reliable model training. Method: We propose a robust multi-view pipeline for 3D hand pose estim Source: arxiv.org
Precision psychiatry aspires to elucidate brain-based biomarkers of psychopathology to bolster disease risk assessment and treatment development. To this end, functional magnetic resonance imaging (fMRI) has helped triangulate brain circuits whose functional features are correlated with or even predictive of forms of psychopathology. Yet, fMRI biomarkers to date remain largely descriptive identifiers of where, rather than how, neurobiology is aberrant, limiting their utility for guiding treatmen Source: arxiv.org
Generative modelling with Transformer architectures can simulate complex sequential structures across various applications. We extend this line of work to the social sciences by introducing a Transformer-based generative model tailored to longitudinal socio-economic data. Our contributions are: (i) we design a novel encoding method that represents socio-economic life histories as sequences, including overlapping events across life domains; and (ii) we adapt generative modelling techniques to sim Source: arxiv.org
Deep learning models, particularly Transformers, are often criticized as black boxes and lack interpretability. We propose Prism, a white-box attention-based architecture derived from the principles of Maximizing Coding Rate Reduction ( text{MCR} 2 ). By modeling the attention mechanism as a gradient ascent process on a distinct signal-noise manifold, we introduce two physical constraints: an overcomplete dictionary to expand the representational phase space, and an irrational frequency separ Source: arxiv.org
A recent experiment [Cohen et al., Science 382, 542 (2023)] observed a robustly quantized e 2/2h conductance in a quantum point contact between fractional quantum Hall edges (a quantum Hall transformer), which then vanishes at low temperature. While this behavior can be described by a boundary sine gordon (BSG) model derived from electron tunneling, the microscopic motivation for such strong tunneling is unclear. We use an alternative model based on sliding charge density waves and a density i Source: arxiv.org
PowerBank Corporation (NASDAQ: SUUN), a North American renewable energy company focused on solar energy infrastructure, battery energy storage systems (BESS), and advanced data center solutions, t. . . Source: globalrenewablenews.com
PureSky Energy today (Jan 22) announced the commercial operation of its Heath Brook and Sand Brook community solar projects in Corinth, New York. The two solar farms - which together total approxi. . . Source: globalrenewablenews.com
The Decision Transformer (DT) has established a powerful sequence modeling approach to offline reinforcement learning. It conditions its action predictions on Return-to-Go (RTG), using it both to distinguish trajectory quality during training and to guide action generation at inference. In this work, we identify a critical redundancy in this design: feeding the entire sequence of RTGs into the Transformer is theoretically unnecessary, as only the most recent RTG affects action prediction. We sho Source: arxiv.org
For LHC Run 3, the ALICE Time Projection Chamber was upgraded to operate in continuous readout mode. Interaction rates of up to 50 kHz in Pb-Pb collisions require real-time processing of more than 3 TB/s of raw detector data. This requirement is met by a custom FPGA-based processing pipeline that performs the complete front-end data treatment fully in-stream, including common-mode correction, pedestal subtraction, ion-tail filtering, zero suppression, and dense data packing. A central element Source: arxiv.org
We introduce a lightweight experimentation pipeline designed to lower the barrier for applying machine learning (ML) methods for classifying images in ecological research. We enable ecologists to experiment with ML models independently, thus they can move beyond off-the-shelf models and generate insights tailored to local datasets and specific classification tasks and target variables. Our tool combines a simple command-line interface for preprocessing, training, and evaluation with a graphical Source: arxiv.org
The rapid expansion of internet of things (IoT) devices have created a pervasive ecosystem where encrypted wireless communications serve as the primary privacy and security protection mechanism. While encryption effectively protects message content, packet metadata and statistics inadvertently expose device identities and user contexts. Various studies have exploited raw packet statistics and their visual representations for device fingerprinting and identification. However, these approaches rem Source: arxiv.org
Guyana has secured a 7.2 billion concessional loan from the Government of Japan to boost climate-resilient water and sanitation infrastructure, marking another major investment aimed at strengthening public utilities and improving access to safe drinking water across the country. Source: kaieteurnewsonline.com
Noida: For a month now, a pool of water mixed with mud sits undisturbed near main gate number 5 in Sector 55. Residents have claimed that the sewage t. Source: timesofindia.indiatimes.com
The proposed gas bottling and fertiliser plants in Wales are central to the government’s cost-of-living strategy, aimed at delivering cheaper cooking gas and ... Source: kaieteurnewsonline.com
Adani Energy Solutions' shares dipped over 2 after reporting a marginal 2 year-on-year decline in Q3 FY26 net profit to Rs 552 crore. Despite this, revenues surged 15 to Rs 6,730 crore, with EBITDA reaching a record Rs 2,210 crore, driven by strong transmission and smart metering growth. Source: economictimes.indiatimes.com
United Spirits shares are set to be in focus after Serum Institute CEO Adar Poonawalla said he plans to make a strong and competitive bid for the Royal Challengers Bengaluru IPL franchise, currently owned by the Diageo-controlled liquor maker. The development comes against the backdrop of a sharp rise in United Spirits December-quarter profit, even as revenue growth remained modest. Source: economictimes.indiatimes.com
Authors Hannah Kent and Toni Jordan got their start through writers centre initiatives. If Victoria loses its centre, it will be the only mainland state without one. Source: theconversation.com
Union Budget 2026: The nation aims to become a top chip manufacturing hub by 2032. Several major projects are underway, with production expected to start in 2026. The budget must ensure sustained policy support and timely incentive disbursements to maintain momentum and attract further investment in this crucial sector. Source: economictimes.indiatimes.com
A CSC study finds domain security practices lag at large firms, leaving domains exposed while unicorns show uneven adoption. Source: www.helpnetsecurity.com
High-fidelity 4D dynamic facial avatar reconstruction from monocular video is a critical yet challenging task, driven by increasing demands for immersive virtual human applications. While Neural Radiance Fields (NeRF) have advanced scene representation, their capacity to capture high-frequency facial details, such as dynamic wrinkles and subtle textures from information-constrained monocular streams, requires significant enhancement. To tackle this challenge, we propose a novel hybrid neural rad Source: arxiv.org
Greenvolt Group, through Greenvolt Power - a leading global developer of large-scale wind, solar, and battery energy storage - has signed 58.9 million in project finance facilities with Un. . . Source: globalrenewablenews.com
![[2602.12255] Vision Transformer for Multi-Domain Phase Retrieval in Coherent Diffraction Imaging](https://arxiv.orgstatic/browse/0.3.4/images/arxiv-logo-fb.png){kind=logo}
![Spartacus’ Creator on Killing [SPOILER] in the House of Ashur’ Finale and His Advice for the Buffy’ Reboot: Swing for the Fences’](https://variety.com/wp-content/uploads/2026/02/Spartacus-HouseofAshur-finale.MAIN_.jpg?w=1000&h=563&crop=1)
![[FreeTrial] BamBam Fiend-Stylized Fantasy Monster (Rig+Animation) PixeliusVita](https://assetstorev1-prd-cdn.unity3d.com/key-image/8409ac19-1c95-49f0-97d2-091a7940b856.jpg?v=1)
![[FreeTrial] Ironmaul Ravager - Stylized Fantasy Monster (Rig+Anim) PixeliusVita](https://assetstorev1-prd-cdn.unity3d.com/key-image/2c07ea79-1522-4edc-9f9d-7465452127cd.jpg?v=1)
![[FreeTrial] Bonk Smashy - Stylized Fantasy Monster (Rig + Anim) PixeliusVita](https://assetstorev1-prd-cdn.unity3d.com/key-image/be59e0b8-2e61-4ead-b3cd-7d1c416f378f.jpg?v=1)
![[FreeTrial] Festerkin - Stylized Fantasy Monster (Rig+Animation) PixeliusVita](https://assetstorev1-prd-cdn.unity3d.com/key-image/230fc631-a54e-4826-9039-33635842c720.jpg?v=1)
![[FreeTrial] Plaguefiend - Stylized Fantasy Monster(Rig+Animation) PixeliusVita](https://assetstorev1-prd-cdn.unity3d.com/key-image/62a53cc8-e12f-4f9c-b35e-c38bd1fc38d0.jpg?v=1)
![[VIC] Growatt 5kw [ 7890] & 10kw [ 8890] Single-Phase Inverter with 40kwh @ Illumina Energy](https://files.ozbargain.com.au/n/70/946470x.jpg?h=5279589a)
