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
Countries across Asia are moving to protect their energy supplies after Iran effectively blockaded the crucial Strait of Hormuz passage in response to the United States and Israel's attacks. Source: www.abc.net.au
On Tuesday, as US President Donald Trump declared that the United States had won its undeclared and illegal war against Iran and claimed negotiations are ongoing, US media reports made clear that the military buildup targeting the country is only expanding. Source: www.wsws.org
Deep learning techniques for rumor detection typically utilize Graph Neural Networks (GNNs) to analyze post relations. These methods, however, falter due to over-smoothing issues when processing rumor propagation structures, leading to declining performance. Our investigation into this issue reveals that over-smoothing is intrinsically tied to the structural characteristics of rumor propagation trees, in which the majority of nodes are 1-level nodes. Furthermore, GNNs struggle to capture long-ra Source: arxiv.org
Biological AI models increasingly predict complex cellular responses, yet their learned representations remain disconnected from the molecular processes they aim to capture. We present CDT-III, which extends mechanism-oriented AI across the full central dogma: DNA, RNA, and protein. Its two-stage Virtual Cell Embedder architecture mirrors the spatial compartmentalization of the cell: VCE-N models transcription in the nucleus and VCE-C models translation in the cytosol. On five held-out genes, CD Source: arxiv.org
Emergency vehicle (EV) response time is a critical determinant of survival outcomes, yet deployed signal preemption strategies remain reactive and uncontrollable. We propose a return-conditioned framework for emergency corridor optimization based on the Decision Transformer (DT). By casting corridor optimization as offline, return-conditioned sequence modeling, our approach (1) eliminates online environment interaction during policy learning, (2) enables dispatch-level urgency control through a Source: arxiv.org
President Trump has threatened to destroy Iran's power stations if the Strait of Hormuz is not opened. Human rights officials say this could be a violation of international law. Such attacks on civilian infrastructure are considered war crimes. This rhetoric raises concerns about escalating tensions and eroding protections for civilians in conflict. Source: economictimes.indiatimes.com
US-Israel-Iran War: Oil and gas refineries and hubs are up in flames not just in the Middle East, but also in Russia and the US. Crude oil prices have surged over 100 a barrel. With the energy infrastructure in the Middle East likely to take years to be rebuilt, the world could be set for the biggest oil disruption in history. Source: www.indiatoday.in
Macmahon has lined up 440 million worth of work for restarting mothballed precious metal projects, after securing its second major mine revival contract this week. Source: www.businessnews.com.au
S&P Global raises India FY27 growth forecast to 7.1 , but flags risks from oil prices, geopolitics and inflation as growth is seen moderating. Source: www.thehindubusinessline.com
An extreme hard-sided 4x4 camper rig for under 30,000? That's exactly what Dacia launched a few years ago in adding an overnight Sleep Pack to its venerable Duster and Jogger utility vehicles. Now the Romanian badge expands its in-vehicle camping series out to new vehicles and new components. Source: newatlas.com
From Panipat to Surat and Barauni, recent protests by workers constructing crucial petroleum oil refineries across India flag stagnant wages and precarious cont... Source: www.newslaundry.com
Petroleum Ministry directs reforms to enhance natural gas infrastructure, streamline approvals, and ease transition from LPG to PNG. Source: www.thehindu.com
HONG KONG, March 25, 2026 /PRNewswire/ -- Akeso, Inc. (9926.HK) ('Akeso' or the 'Company') announced today that it has received clearance from the Center for Drug Evaluation (CDE) of China's National Medical Products Administration (NMPA) to initiate Phase II clinical trials for AK146D1, a first-in-class Trop2 /Nectin4 bispecific antibody-drug conjugate (ADC), and AK138D1, an innovative HER3-targeting ADC. Source: www.manilatimes.net
Israel Iran Day 26 News Updates: The West Asia war is escalating on its 26th day. Strikes are intensifying across Iran, Israel, and Lebanon. The conflict's reach is widening, impacting critical infrastructure like Kuwait International Airport. Diplomatic tensions are also rising with Lebanon expelling Iran's ambassador-designate. The United States is deploying more troops while proposing a peace deal to Iran. Source: economictimes.indiatimes.com
This is the second major incident at a US refinery in the past five months, following an explosion at the El Segundo Chevron refinery which rocked much of the Los Angeles area last October. Source: www.wsws.org
India notifies new gas pipeline order to fast-track PNG expansion, improve energy security and ease approvals amid LNG supply concerns linked to Hormuz tensions. Source: www.thehindubusinessline.com
The oil-to-telecom giant promised to transform India’s energy landscape. But its underdelivery in KG-D6 has proven costly for the country, and there’s no quick fix for it Source: the-ken.com
Behind every hyperscale data centre lies a global free market of energy, copper, and logistics that must be discussed just as much as artificial intelligence. T... Source: www.realclearmarkets.com
SINGAPORE Oil prices rose on Tuesday on supply fear, as Iran denied it had talks with the United States to end the war in the Gulf, contradicting... Source: www.koreatimes.co.kr
A massive explosion at Valero Refinery in Port Arthur, Texas, prompts emergency shelter-in-place alert for nearby residents. Source: www.thehindubusinessline.com
Iran denied on Monday that it had engaged in negotiations with the United States, after President Donald Trump postponed a threat to bomb Iran's power grid, because of what he described as productive talks with unidentified Iranian officials. Source: kaieteurnewsonline.com
Gold extended its slide, deepening its grip in bear market territory as investors continued to unwind positions and a strong dollar sapped demand. Source: www.cnbc.com
Officials say a large explosion at an oil refinery near the Texas coast has shot plumes of smoke into the air and forced nearby residents to shelter in place Source: abcnews.com
What is unfolding in Slovakia right now is being described as fuel tourism, but that term itself is misleading because it suggests something abnormal when Source: www.armstrongeconomics.com
Indian stock markets opened sharply higher on Tuesday. The Sensex and Nifty gained over 1.5 percent each. This rise followed a brief pause in US bombing of Iran. Positive global cues also boosted investor sentiment. Asian Paints and IndiGo were among the top gainers. The rupee also strengthened against the US dollar. Source: economictimes.indiatimes.com
PORT ARTHUR, Texas (AP) A large explosion at an oil refinery near the Texas coast on Monday shot plumes of smoke into the air and forced nearby residents to shelter in place, according to officials. Source: www.winnipegfreepress.com
On Wednesday, March 18, during the third week of the war with Iran, the New York Post broke a striking higher-education story. According to the report, the children of six Source: jamesgmartin.center
Constructing behavioral-level chiplet models (e.g., SystemC) is crucial for early-stage heterogeneous architecture exploration. Traditional manual modeling is notoriously time-consuming and error-prone. Recently, Large Language Models (LLMs) have demonstrated immense potential in automating hardware code generation. However, existing LLM-assisted design frameworks predominantly target highly structured or well-defined design specifications. In practical engineering scenarios, raw datasheets typi Source: arxiv.org
Tor is a low-latency anonymous communication network that protects user privacy by encrypting website traffic. However, recent website fingerprinting (WF) attacks have shown that encrypted traffic can still leak users' visited websites by exploiting statistical features such as packet size, direction, and inter-arrival time. Most existing WF attacks formulate the problem as a single-tab classification task, which significantly limits their effectiveness in realistic browsing scenarios where user Source: arxiv.org
View transformers process multi-view observations to predict actions and have shown impressive performance in robotic manipulation. Existing methods typically extract static visual representations in a view-specific manner, leading to inadequate 3D spatial reasoning ability and a lack of dynamic adaptation. Taking inspiration from how the human brain integrates static and dynamic views to address these challenges, we propose Cortical Policy, a novel dual-stream view transformer for robotic manip Source: arxiv.org
Aspect-based recommendation methods extract aspect terms from reviews, such as price, to model fine-grained user preferences on items, making them a critical approach in personalized recommender systems. Existing methods utilize graphs to represent the relationships among users, items, and aspect terms, modeling user preferences based on graph neural networks. However, they overlook the dynamic nature of user interests - users may temporarily focus on aspects they previously paid little attentio Source: arxiv.org
We propose DepthTCM, a physics-aware end-to-end framework for depth map compression. In our framework of DepthTCM, the high-bit depth map is first converted to a conventional 3-channel image representation losslessly using a method inspired by a physical sinusoidal fringe pattern based profiliometry system, then the 3-channel color image is encoded and decoded by a recently developed Transformer-CNN mixed neural network architecture. Specifically, DepthTCM maps depth to a smooth 3-channel using Source: arxiv.org
Rejection in sales isn't personal. Ray Higdon shows you how to stay confident, build a no-quota mindset, and stop letting nos derail your business. Source: rayhigdon.com
Machine learning techniques, such as Transformers and Long Short-Term Memory (LSTM) networks, play a crucial role in Symbolic Music Generation (SMG). Existing literature indicates a difference between LSTMs and Transformers regarding their ability to model local melodic continuity versus maintaining global structural coherence. However, their specific properties within the context of SMG have not been systematically studied. This paper addresses this gap by providing a fine-grained comparative a Source: arxiv.org
Transformers have achieved remarkable progress in time series forecasting, yet their reliance on deterministic dot-product attention limits their capacity to model uncertainty and nonlinear dependencies across multivariate temporal dimensions. To address this limitation, we propose FISFormer, a Fuzzy Inference System-driven Transformer that replaces conventional attention with a FIS Interaction mechanism. In this framework, each query-key pair undergoes a fuzzy inference process for every featur Source: arxiv.org
The final stages of stellar evolution can be constrained by studying pre-SN variability. The incredible amount of data coming from the upcoming Rubin Legacy Survey of Space and Time (LSST) will be fundamental to this type of work. However, robustly measuring pre-SN variability can be hard, as even state-of-the-art image subtraction pipelines struggle when the target is embedded in a bright nearby galaxy. We developed Detection Efficiency and Threshold Estimation for Characterization of Transient Source: arxiv.org
Digital Surface Model generation from satellite imagery is a core task in Earth observation and is commonly addressed using classical stereoscopic matching algorithms in satellite pipelines as in the Satellite Stereo Pipeline (S2P). While recent learning-based stereo matchers achieve state-of-the-art performance on standard benchmarks, their integration into operational satellite pipelines remains challenging due to differences in viewing geometry and disparity assumptions. In this work, we inte Source: arxiv.org
Full data acquisition in MRI is inherently slow, which limits clinical throughput and increases patient discomfort. Compressed Sensing MRI (CS-MRI) seeks to accelerate acquisition by reconstructing images from under-sampled k-space data, requiring both an optimal sampling trajectory and a high-fidelity reconstruction model. In this work, we propose a novel active sampling framework that leverages the inherent discrete structure of a pretrained medical image tokenizer and a latent transformer. By Source: arxiv.org
Stand-up comedy, and humor in general, are often studied through their verbal content. Yet live performance relies just as much on embodied presence and audience feedback. We introduce TIC-TALK, a multimodal resource with 5,400+ temporally aligned topic segments capturing language, gesture, and audience response across 90 professionally filmed stand-up comedy specials (2015-2024). The pipeline combines BERTopic for 60 s thematic segmentation with dense sentence embeddings, Whisper-AT for 0.8 s l Source: arxiv.org
Commenting on the strikes, Iranian state TV said that the attack was a response’ to a previous Israeli strike on its own nuclear facility at Natanz, while Israel labelled the attacks a war crime’, claiming that children had been injured as well. Source: www.livemint.com
NAIROBI, Kenya (AP) China’s decision to end value-added tax rebates on solar panel exports and phase out incentives for making battery storage equipment could push up the cost of solar installations... Source: www.winnipegfreepress.com
Alistair Routledge has fired the first shot in a well-rehearsed campaign of persuasion. His triumphant declaration that ExxonMobil Guyana will wipe its Stabroek Block cost bank clean by year’s end thanks to US 100 oil and surging output is no neutral bulletin. It is a flare launched into the public sky, meant not to inform but to warn: don’t get ideas. It’s Exxon’s polite way of saying, the table is set, but wait your turn. Source: kaieteurnewsonline.com
Rest of World News: A second power outage in five days and the third this month left Cuba without electricity on Saturday, with authorities later attributing it to an . Source: timesofindia.indiatimes.com
Former Cuban president Fidel Castro's enigmatic lineage could form part of Donald Trump's shadowy plans to take or strike a deal with the Caribbean nation. Source: www.abc.net.au
On an ordinary Saturday afternoon in the Houston area, life carried on as usual for many residents kids playing in backyards, families grilling burgers, and Source: commstrader.com
Regional tensions reached a new flashpoint early Sunday as a series of coordinated aerial threats targeted critical infrastructure in Saudi Arabia and Kuwait. Source: stockmarketwatch.com
India faces serious energy security risks due to disruptions near the Strait of Hormuz. LPG supplies are particularly vulnerable, with a large percentage of imports transiting this vital waterway. Damage to refining infrastructure and logistical challenges could lead to prolonged shortages of refined products. India's crude oil reserves offer limited protection. Alternative shipping routes also present constraints. Source: economictimes.indiatimes.com
Cuba’s power grid collapsed Saturday leaving the country without electricity for a third time in March as the communist government battles with a decaying infrastructure and a U.S.-imposed oil blockade. The state-owned Cuban Electric Union reported a total blackout across the island without giving a cause for the outage. Authorities Source: japantoday.com
Power outages, whether nationwide or regional, have become relatively common in the last two years due to breakdowns in the ageing infrastructure. The breakdowns are compounded by daily blackouts of up to 12 hours caused by fuel shortages, which also destabilise the system. Source: www.indiatoday.in
Chest fridge Using vertical doors in refrigeration devices is an act against the Nature of Cold Air. Understanding and cooperating with Nature rather than actin... Source: mtbest.net
In the heart of Havana, where the Caribbean sun beats down on faded colonial facades and the air hums with the distant rumble of old engines, something Source: commstrader.com
Each year, top universities shower resources on a privileged few. Christopher Eisgruber, the president of Princeton, defends elite education. Source: www.theatlantic.com
Trump has given Iran 48 hours to reopen the Strait of Hormuz or face strikes on its power plants. With U.S. Marines surging into theatre and Gulf energy hubs al... Source: www.dimsumdaily.hk
India News: NEW DELHI: With the conflict in the West Asia region threatening to engulf energy infrastructure, and amid concerns about a possible LPG crisis at hom. Source: timesofindia.indiatimes.com
Mohanlal has officially confirmed his reunion with Priyadarshan and the upcoming project will be the 'Bhooth Bangla' director's 100th film.The iconic . Source: timesofindia.indiatimes.com
Residents across the Cuban capital hauled buckets and lined up for water from tanker trucks as a combination of fuel shortages and power grid instability left thousands of taps dry. Source: kaieteurnewsonline.com
The advantage of having offices around the world is that this also provides us with boots on the ground for first-hand accounts. We are getting from our Source: www.armstrongeconomics.com
In a dramatic turn of events, the Indian Rupee plunged sharply in a single trading session, marking its most significant drop since late 2022. This decline was fueled by soaring oil prices amid growing tensions in West Asia, pushing the currency to a new record low. Source: economictimes.indiatimes.com
Discover how India can lead in sustainable agriculture by enhancing fertiliser efficiency through innovation and policy reform. Source: www.thehindubusinessline.com
When oil prices start to rise, you might expect to see higher prices at the pump as well, but that isn't always the case. Here's why that is. Source: www.slashgear.com
KYIV - Ukraine has deployed specialist teams to five Middle Eastern countries to help intercept drones and advise on air-defence measures, with officials saying they expect to conclude several significant agreements.President Volodymyr Zelenskiy said teams had been sent to the United Arab Emirates, Saudi Arabia, Qatar, Kuwait, and Jordan, states that have come under fire during the Iran war.He said... Source: www.asiaone.com
Stock losses for world’s biggest mining companies near 30 since war’s start as copper enters bear market, silver falls 40 from high and gold suffers worst... Source: www.mining.com
The Cuban government has refused a request by the U.S. Embassy in Havana to allow it to import diesel for its generators while the Trump administration continues to impose a fuel blockade on the island, according to two U.S. officials familiar with the... Source: abcnews.com
Pune: Officials of the Pune Municipal Corporation (PMC) have sought time to meet chief minister Devendra Fadnavis over issues like the city's water su. Source: timesofindia.indiatimes.com
The Israel Defense Forces (IDF) confirmed early Saturday that they have commenced a series of precision strikes on various sites across Tehran. This direct Source: stockmarketwatch.com
The expansion of immigration detention facilities is a multibillion-dollar industry dominated by a handful of private corporations. Source: www.wsws.org
The three-week-old conflict between the US-Israeli alliance and Iran intensified on Saturday as coordinated airstrikes hit military headquarters and Source: stockmarketwatch.com
President Donald Trump says he is not seeking a ceasefire in the Iran conflict, calling the campaign extremely well executed as oil prices soar and region... Source: www.dimsumdaily.hk
It looks like the wheels are finally in motion as Tae Seop (Park Sung Hoon) steps into the spotlight, determined to steer both Ui Yeong (Han Ji Min) and their relationship toward a happy ending. In episodes five and six, he shifts from a passive observer to an active participant, taking it upon himself to resolve the obstacles keeping them apart. However, his earnest efforts, combined with the episodes’ playful tone, lead to more than a few laugh-out-loud moments. From Tae Seop’s not-so-s Source: www.soompi.com
Brazil's President Luiz Inacio Lula da Silva proposed a partnership between Petrobras and Mexico's Pemex for oil exploration in the Gulf of Mexico. Petrobras has expertise in deepwater production. Lula also stated Petrobras will buy back a refinery in Bahia state. This refinery was sold in 2021. The repurchase is expected to take time. Source: economictimes.indiatimes.com
HBO's comedy 'Comeback': Amy Gravitt on being first to satirize AI with Valerie Cherish's return, full slate , 'Big Bang' spinoff & more Larry David. Source: deadline.com
Amazon is reportedly developing an AI smartphone codenamed Transformer with Alexa integration over a decade after its failed Fire Phone launch. Source: www.foxbusiness.com
The ongoing conflict in the Middle East jeopardizes Britain's medicine supply, leading to potential shortages, price hikes, and further implications for NHS prescriptions, as warned by Medicines UK. Source: health.economictimes.indiatimes.com
WWE files trademarks for potential new NXT talent names, hinting at upcoming debuts or rebrands in its developmental system. Source: www.wrestlezone.com
BP confirmed it intends to continue to operate the largest refinery in the Midwest, producing 440,000 barrels daily of gasoline, diesel and jet fuel. Source: www.wsws.org
Oil and natural gas prices spiked Wednesday following reports of the first attacks on Iranian production facilities in the war, including the world’s biggest natural gas field. The incidents mark a major escalation in the conflict, which has so far largely spared Iran’s energy infrastructure. Source: kaieteurnewsonline.com
Much has been written about the crisis in the Middle East and how it has and will disrupt the global travel industry. Everyone’s got their thesis on how things will pan out in travel after all, this region is a major hub of global connectivity, particularly between Asia/Pacific and the Middle E Source: www.webintravel.com
Both political and non-political responses are possible, threatened Saudi Arabia's Foreign Minister Prince Faisal bin Farhan amidst increasing Iranian missile strikes across the region. Source: www.jpost.com
Leaders from the European Union will gather in Brussels on Thursday aiming to unlock a 90-billion loan for Ukraine, with the funding stalled by a dispute bet... Source: www.france24.com
Wholesale prices rose 0.7 in February, more than double expectations and the largest monthly increase since mid-2025. On a year-over-year basis, PPI is now Source: www.armstrongeconomics.com
Trump said Israel carried out the strike on Iran’s South Pars gas field without US or Qatari involvement, warning Tehran that any attack on Qatar would trigger a US strike on the strategic energy site Source: www.ynetnews.com
Qatar's main gas facility has suffered extensive damage after several rounds of Iranian strikes, causing new energy supply fears as the Middle East war grinds on.Here is a look at some of the key energy facilities that have been targeted in the US-Israel war with Iran.- Ras Laffan -Ras Laffan in Qatar is the world's largest liquefied natural gas (LNG) hub.It has been repeatedly targeted by Iranian strikes since the war began, and has now suffered extensive damage after back-to-back waves of hi Source: www.al-monitor.com
Indian stock markets experienced a significant crash on Thursday morning. Key factors driving the market down included soaring crude oil prices and hawkish commentary from the US Federal Reserve. Heavyweight stocks like HDFC Bank led the losses. Source: economictimes.indiatimes.com
Embeddings are a powerful way to enrich data-driven machine learning models with the world knowledge of large language models (LLMs). Yet, there is limited evidence on how to design effective LLM-based embedding pipelines for tabular prediction. In this work, we systematically benchmark 256 pipeline configurations, covering 8 preprocessing strategies, 16 embedding models, and 2 downstream models. Our results show that it strongly depends on the specific pipeline design whether incorporating the Source: arxiv.org
Reliable terrain perception is a fundamental requirement for autonomous navigation in unstructured, off-road environments. Desert landscapes present unique challenges due to low chromatic contrast between terrain categories, extreme lighting variability, and sparse vegetation that defy the assumptions of standard road-scene segmentation models. We present DesertFormer, a semantic segmentation pipeline for off-road desert terrain analysis based on SegFormer B2 with a hierarchical Mix Transformer Source: arxiv.org
Synthesizing controllable 6-DOF object manipulation trajectories in 3D environments is essential for enabling robots to interact with complex scenes, yet remains challenging due to the need for accurate spatial reasoning, physical feasibility, and multimodal scene understanding. Existing approaches often rely on 2D or partial 3D representations, limiting their ability to capture full scene geometry and constraining trajectory precision. We present GMT, a multimodal transformer framework that gen Source: arxiv.org
Transformer models have redefined sequence learning, yet dot-product self-attention introduces a quadratic token-mixing bottleneck for long-context time-series. We introduce the textbf{Phasor Transformer} block, a phase-native alternative representing sequence states on the unit-circle manifold S 1 . Each block combines lightweight trainable phase-shifts with parameter-free Discrete Fourier Transform (DFT) token coupling, achieving global mathcal{O}(N log N) mixing without explicit attentio Source: arxiv.org
Transformer-based language models are widely deployed for reasoning, yet their behavior under inference-time stochasticity remains underexplored. While dropout is common during training, its inference-time effects via Monte Carlo sampling lack systematic evaluation across architectures, limiting understanding of model reliability in uncertainty-aware applications. This work analyzes dropout-induced variability across 19 transformer models using MC Dropout with 100 stochastic forward passes per Source: arxiv.org
Categorization is a core component of human linguistic competence. We investigate how a transformer-based language model (LM) learns linguistic categories by comparing its behaviour over the course of training to behaviours which characterize abstract feature-based and concrete exemplar-based accounts of human language acquisition. We investigate how lexical semantic and syntactic categories emerge using novel divergence-based metrics that track learning trajectories using next-token distributio Source: arxiv.org
This paper examines defending the power grid against load-altering attacks using electric vehicle charging. It proposes to preventively segment the cyber infrastructure that charging station operators (CSOs) use to communicate with and control their charging stations, thereby limiting the impact of successful cyber-attacks. Using real German charging station data and a reconstructed transmission grid model, a threat analysis shows that without segmentation, the successful hack of just two CSOs c Source: arxiv.org
Accurate prediction of permeability tensors from pore-scale microstructure images is essential for subsurface flow modeling, yet direct numerical simulation requires hours per sample, fundamentally limiting large-scale uncertainty quantification and reservoir optimization workflows. A physics-informed deep learning framework is presented that resolves this bottleneck by combining a MaxViT hybrid CNN-Transformer architecture with progressive transfer learning and differentiable physical constrain Source: arxiv.org
Vision-Language Models (VLMs) are increasingly applied to robotic perception and manipulation, yet their ability to infer physical properties required for manipulation remains limited. In particular, estimating the mass of real-world objects is essential for determining appropriate grasp force and ensuring safe interaction. However, current VLMs lack reliable mass reasoning capabilities, and most existing benchmarks do not explicitly evaluate physical quantity estimation under realistic sensing Source: arxiv.org
Orthogonalized-momentum optimizers such as Muon improve transformer training by approximately whitening/orthogonalizing matrix-valued momentum updates via a short polar-decomposition iteration. However, polar-factor approximations typically require multiple large matrix multiplications, and the resulting overhead can be substantial and hardware-dependent. We introduce MUD (MomentUm Decorrelation), a complementary whitening approach that replaces Muon's polar update with a triangular (Cholesky-li Source: arxiv.org
The S&P BSE Sensex plummeted 1,446.01 points to 75,258.12, while the NSE Nifty50 lost 441.45 points to 23,336.35 as of 9:28 am. Source: www.indiatoday.in
India Business News: Stock market crash today: Nifty50 and BSE Sensex crashed in opening trade on Thursday after the US Federal Reserve kept policy rates unchanged and oil. Source: timesofindia.indiatimes.com
Chandigarh: Seventeen years after a blaze in a neighbouring building killed four people, fire once again tore through the congested Sector 22 market o. Source: timesofindia.indiatimes.com
Imagine waking up to news that the United States, that superpower you've relied on for stability, is contemplating sending thousands of troops into the heart Source: commstrader.com
Cuba, a country, already burdened by years of economic strain is now being pushed closer to the edge. With fuel supplies choked off and its fragile energy grid collapsing, the island has been plunged into darkness, literally and figuratively. Entire communities are without electricity. Hospitals struggle. Food spoils. Daily life, already difficult, has become an exhausting exercise in survival. Source: kaieteurnewsonline.com
BISMARCK, N.D. (AP) Tennessee farmer Todd Littleton expects to pay 100,000 more for fertilizer this season, a 40 spike from his bill last year thanks to the war in Iran and he is scrambling to c... Source: www.winnipegfreepress.com
In the past decade, artificial intelligence (AI) has developed quickly. With this rapid progression came the need for systems capable of complying with the rules and norms of our society so that they can be successfully and safely integrated into our daily lives. Inspired by the story of Pinocchio in ``Le avventure di Pinocchio - Storia di un burattino'', this thesis proposes a pipeline that addresses the problem of developing norm compliant and context-aware agents. Building on the AJAR, Jiminy Source: arxiv.org
Scientific visualization pipelines encode domain-specific procedural knowledge with strict execution dependencies, making their construction sensitive to missing stages, incorrect operator usage, or improper ordering. Thus, generating executable scientific visualization pipelines from natural-language descriptions remains challenging for large language models, particularly in web-based environments where visualization authoring relies on explicit code-level pipeline assembly. In this work, we in Source: arxiv.org
Construction of the Pfaffenhausen wind farm in the municipality of Jossgrund, located in the Main-Kinzig district of Hesse, is expected to begin at the end of 2026. Project. . . Source: globalrenewablenews.com
Offshore wind is more than a single energy technology: it's a cornerstone of secure infrastructure, domestic supply chains, and maritime capability in a world of surging electricity demand. . . . Source: globalrenewablenews.com
Realistic visual renderings of street-design scenarios are essential for public engagement in active transportation planning. Traditional approaches are labor-intensive, hindering collective deliberation and collaborative decision-making. While AI-assisted generative design shows transformative potential by enabling rapid creation of design scenarios, existing generative approaches typically require large amounts of domain-specific training data and struggle to enable precise spatial variations Source: arxiv.org
The early prediction of sepsis in intensive care unit (ICU) patients is crucial for improving survival rates. However, the development of accurate predictive models is hampered by data fragmentation across healthcare institutions and the complex, temporal nature of medical data, all under stringent privacy constraints. To address these challenges, we propose a novel framework that uniquely integrates federated learning (FL) with a medical knowledge graph and a temporal transformer model, enhance Source: arxiv.org
Recent work has made clear that the residual pathway is not mere optimization plumbing; it is part of the model's representational machinery. We agree, but argue that the cleanest way to organize this design space is through a two-axis view of the Transformer. A decoder evolves information along two ordered dimensions: sequence position and layer depth. Self-attention already provides adaptive mixing along the sequence axis, whereas the residual stream usually performs fixed addition along the d Source: arxiv.org
FRB search pipelines are being developed to operate under strict real-time constraints while maintaining sensitivity to short-duration transient signals. In incoherent dedispersion based pipelines such as Heimdall, apart from observation bandwidth and number of beams, detection performance and computational throughput are strongly dependent on the choice of processing parameters, which are often selected heuristically. In this work, we present a systematic evaluation of key dedispersion and matc Source: arxiv.org
Prose2Policy (P2P) is a LLM-based practical tool that translates natural-language access control policies (NLACPs) into executable Rego code (the policy language of Open Policy Agent, OPA). It provides a modular, end-to-end pipeline that performs policy detection, component extraction, schema validation, linting, compilation, automatic test generation and execution. Prose2Policy is designed to bridge the gap between human-readable access requirements and machine-enforceable policy-as-code (PaC) Source: arxiv.org
Critical infrastructure increasingly incorporates embodied AI for monitoring, predictive maintenance, and decision support. However, AI systems designed to handle statistically representable uncertainty struggle with cascading failures and crisis dynamics that exceed their training assumptions. This paper argues that Embodied AIs resilience depends on bounded autonomy within a hybrid governance architecture. We outline four oversight modes and map them to critical infrastructure sectors based on Source: arxiv.org
Hyperspectral image (HSI) classification (HSIC) requires effective modeling of complex spatial-spectral dependencies under limited labeled data and high dimensionality. While transformer-based models have shown strong capability in capturing long-range contextual information, they often introduce redundant attention patterns, which limits their effectiveness for fine-grained HSI analysis. To address these challenges, this paper proposes MemFormer, a lightweight transformer architecture for HSIC Source: arxiv.org
Escalating US-Iran tensions in the Gulf raise fears of a major oil supply disruption, potentially pushing prices to 200 a barrel. India, heavily reliant on oil imports, faces significant economic risks including a widening current account deficit, a weaker rupee, and increased inflation. Markets are already reacting negatively, with stock indices and oil marketing companies experiencing sharp declines. Source: economictimes.indiatimes.com
Cuba's national electric grid collapsed on Monday, the country's grid operator said, leaving around 10 million people without power amid a U.S.-imposed oil blockade that has crippled the island's already obsolete generation system. Source: kaieteurnewsonline.com
With tensions in the Middle East disrupting global energy supplies, analysts say the ripple effects could reshape oil markets worldwide, including creating new demand for crude from emerging producers like Guyana. Source: kaieteurnewsonline.com
IRVINE, Calif., March 17, 2026 (GLOBE NEWSWIRE) -- Cogility Software Corporation, a leader in trusted AI-powered decision intelligence software for augmented decision support, today announced the company will showcase its Cogynt.ai insider risk solution for government and commercial organizations at Insider Risk Summit West 2026, hosted by DSI Group. Source: www.manilatimes.net
Alternative roads left in poor condition with clouds of dust rising from construction material scattered on roads near Jinnah Park. Source: www.dawn.com
Defence analysts have criticised planning around the Northern Territory's defence infrastructure, saying Australia risks becoming the secondary user of the NT's geographic advantages, behind the US military. Source: www.abc.net.au
United Arab Emirates briefly closes airspace as Israel strikes Lebanon and Tehran DUBAI, United Arab Emirates (AP) Explosions sounded over Dubai early Tuesday as the United Arab Emirates’ military w... Source: www.winnipegfreepress.com
Mehmet T rkmen, general secretary of the independent rank-and-file textile union in T rkiye, was arrested on Monday due to his speech to protesting workers. Source: www.wsws.org
RenewableUK's latest EnergyPulse Insights offshore wind report predicts that the global offshore wind industry is set to reach a milestone of 100 gigawatts of operational capacity this year - enou. . . Source: globalrenewablenews.com
Biological neural systems employ diverse neurotransmitters -- glutamate, GABA, dopamine, acetylcholine -- to implement distinct signal-processing modalities within shared neural circuits. In contrast, modern transformers apply a single fixed activation function across all feed-forward neurons. We introduce PolyGLU (Polychromatic Gated Linear Unit), a drop-in replacement for SwiGLU that enables each FFN neuron to dynamically route among K=4 activation functions via a differentiable mechanism comb Source: arxiv.org
Revolution Wind, LLC, a 50/50 joint venture between Global Infrastructure Partners' Skyborn Renewables and rsted, announced today that the Revolution Wind project has started delivering power t. . . Source: globalrenewablenews.com
Nuvve Holding Corp. (NASDAQ: NVVE), a global leader in grid modernization, vehicle-to-grid (V2G) technology and grid-interactive energy solutions, today (March 16) announced the addition of a 4. . . Source: globalrenewablenews.com
Imbalanced datasets pose a difficulty in fraud detection, as classifiers are often biased toward the majority class and perform poorly on rare fraudulent transactions. Synthetic data generation is therefore commonly used to mitigate this problem. In this work, we propose the Clustered Embedding Diffusion-Transformer (EmDT), a diffusion model designed to generate fraudulent samples. Our key innovation is to leverage UMAP clustering to identify distinct fraudulent patterns, and train a Transformer Source: arxiv.org
Scene Text Image Super-Resolution (STISR) aims to restore high-resolution details in low-resolution text images, which is crucial for both human readability and machine recognition. Existing methods, however, often depend on external Optical Character Recognition (OCR) models for textual priors or rely on complex multi-component architectures that are difficult to train and reproduce. In this paper, we introduce DualTSR, a unified end-to-end framework that addresses both issues. DualTSR employs Source: arxiv.org
The American streaming giant Netflix, Inc. has announced its acquisition of the technology company InterPositive, which specializes in developing artificial intelligence tools for film production. The deal marks one of Netflix’s most ambitious investments in AI technologies designed to enhance the creative workflow of filmmakers, AzerNEWS reports. Source: www.azernews.az
SolaREIT , the leading solar and battery storage real estate investment company, announced today (March 16) the expansion of its land financing solutions to include the critical infrastructure r. . . Source: globalrenewablenews.com
Idemitsu Renewables today (March 16) announced that the Azalea Solar and Storage Project achieved Commercial Operation (COD) on December 31, 2025. The milestone marks the successful completion and . . . Source: globalrenewablenews.com
Predicting immunoglobulin-antigen (Ig-Ag) binding remains a significant challenge due to the paucity of experimentally-resolved complexes and the limited accuracy of de novo Ig structure prediction. We introduce IgPose, a generalizable framework for Ig-Ag pose identification and scoring, built on a generative data-augmentation pipeline. To mitigate data scarcity, we constructed the Structural Immunoglobulin Decoy Database (SIDD), a comprehensive repository of high-fidelity synthetic decoys. IgPo Source: arxiv.org
Reliable flood detection is critical for disaster management, yet classical deep learning models often struggle with the high-dimensional, nonlinear complexities inherent in remote sensing data. To mitigate these limitations, we introduced a novel Quantum-Enhanced Vision Transformer (ViT) that synergizes the global context-awareness of transformers with the expressive feature extraction capabilities of quantum computing. Using remote sensing imagery, we developed a hybrid architecture that proce Source: arxiv.org
Current text-to-speech (TTS) models face a persistent limitation: autoregressive (AR) models suffer from low generation efficiency, while modern non-autoregressive (NAR) models experience high latency due to their unordered temporal nature. To bridge this divide, we introduce SyncSpeech, an efficient and low-latency TTS model based on the proposed Temporal Mask Transformer (TMT) paradigm. TMT synergistically unifies the temporally ordered generation of AR models with the parallel decoding effici Source: arxiv.org
Evaluating football player transfers is challenging because player actions depend strongly on tactical systems, teammates, and match context. Despite this complexity, recruitment decisions often rely on static statistics and subjective expert judgment, which do not fully account for these contextual factors. This limitation stems largely from the absence of counterfactual simulation mechanisms capable of predicting outcomes in hypothetical scenarios. To address these challenges, we propose Scout Source: arxiv.org
Doral Renewables, a leading, U.S. utility-scale solar and battery storage developer and independent power producer, announced today that it has secured approximately 525 million of innovatively s. . . Source: globalrenewablenews.com
The Government of Guyana (GoG) was caught with its pants down when Kaieteur News learnt that its energy partner, ExxonMobil reported growth in the country’s oil reserves without making any such disclosure to the nation, according to former head of the Environmental Protection Agency (EPA), Dr. Vincent Adams. Source: kaieteurnewsonline.com
Throughout this series, my intention has been to support the continued strengthening of policy thinking around gas production and development. Sound policy, however, cannot be designed in abstraction. It must be rooted in the technical and commercial realities of the resource itself. Source: kaieteurnewsonline.com
Associated gas This is gas that’s found together with oil in the same reservoir. Think of it like a soda bottle: the gas is dissolved in the oil, called solution gas, and sometimes forms a pocket of gas on top of the oil called a gas cap. When you produce the oil, some gas comes out with it, and if there’s a gas cap, you can also extract that separately. Source: kaieteurnewsonline.com
Mainstream English-language outlets refer to the war as the conflict in the Middle East, as if the region just decided to set itself on fire. Source: www.juancole.com
Middle East News: A drone strike triggered a fire at the Lanaz refinery in the city of Erbil in northern Iraq on Saturday, forcing authorities to suspend operations at . Source: timesofindia.indiatimes.com
If President Trump wanted to project mastery over a fast moving war, he picked an odd way to do it. One day, he tells America the conflict will end when he can ... Source: www.dimsumdaily.hk
The sharp surge comes on the back of global crude oil prices reaching multi-year highs, driven by the supply disruptions amid the US-Iran war. Source: www.insidermonkey.com
EMP explained in plain language. Learn how electromagnetic pulses from solar storms or nuclear bursts could disrupt daily life. Source: commonsensehome.com
How do you protect electronics from an EMP? Discover simple EMP protection methods including Faraday cages, surge protection, and backup preparedness. Source: commonsensehome.com
A drone strike caused a fire at an Iraqi refinery, while Saudi Arabia intercepted Iranian missiles and drones targeting key regions. Source: www.jpost.com
MANILA, Philippines Muntinlupa City Mayor Ruffy Biazon has again summoned the top officials of Maynilad Water Services Inc. to explain recurring water service interruptions affecting residents in the city. Source: www.manilatimes.net
Given the amount of dis/misinformation being pushed about the nature of the conflict between the Israel-US alliance and Iran, it might be good to understand some basic concepts. I will leave aside Source: www.kiwipolitico.com
The Jenkins JFrog Plugin allows for easy integration between Jenkins and the JFrog Platform. This integration allows your build jobs to deploy artifacts and resolve dependencies to and from Artifactory, and then have them linked to the build job that created them. It also allows you to scan your artifacts and builds with JFrog Xray and distribute your software package to remote locations using JFrog Distribution. This is all achieved by the plugin by wrapping JFrog CLI. Any JFrog CLI command can Source: plugins.jenkins.io
Kidney failure, or end-stage renal disease (ESRD), represents the final stage of chronic kidney disease (CKD) and poses a life-threatening risk if not addressed promptly. Early detection of CKD is critical for preventing progression to ESRD, yet current diagnostic methods remain time-consuming and often reliant on manual interpretation. This study introduces an integrated framework for automated CKD diagnosis, specifically designed for the Bangladeshi population, which combines segmentation, cla Source: www.nature.com
Lead halide perovskites are promising for artificial photosynthesis but are unstable in seawater. Here, the authors report multisite atomic-chlorine passivation to stabilize CsPbI3 quantum dots in a hydrophobic covalent organic framework, enabling efficient H2O2 photosynthesis directly from seawater. Source: www.nature.com
The Kharg Island is an oil hub handling about 90 per cent of Iranian exports. The statement came shortly after the media office of Fujairah, one of the seven emirates of the UAE, confirmed that a fire broke out at the Fujairah Oil Industry Zone (FOIZ) due to debris from an aerial interception. Source: www.indiatoday.in
B S Dara [email protected] The Strait of Hormuz, through which a fifth of the world’s oil flows, explains why even superpowers tread carefully in confronting Tehran. In the calculus of modern warfare, military strength is usually judged by the weapons deployed and the armies assembled. Analysts count missiles, fighter jets, and naval fleets to determine who holds the advantage. Yet in the current confrontation involving Iran and Western powers, the most powerful factor shaping the conflict is n Source: www.dailyexcelsior.com
In a major escalation of the war, Trump wrote on Truth Social last night that he ordered the US Central Command to conduct a bombing raid that obliterated every MILITARY target on Iran’s crown jewel. He said that For reasons of decency, I have NOT chosen to wipe out the Oil Infrastructure on the island, [ ] Source: dissidentvoice.org
NEW DELHI: Delhi govt is preparing a water master plan that will include long-term and structural measures aimed at modernising the city's ageing drin. Source: timesofindia.indiatimes.com
Formula One races in Bahrain and Saudi Arabia have been cancelled as the Middle East war engulfs the region, motorsport's governing body the FIA announced on Saturday. It has been confirmed today that, after careful evaluations, due to the ongoing situation in the Middle East region, the Bahrain and Saudi Arabian Grands Prix will not take place in April, the International Automobile Federation (FIA) said in a statement. While several alternatives were considered, it was ultimately decided that Source: www.al-monitor.com
An unprecedented international law enforcement effort has successfully dismantled a massive cybercrime network. Coordinated by INTERPOL, the initiative targeted critical infrastructure used in phishing, malware, and ransomware campaigns worldwide. Operation Synergia III Dubbed Operation Synergia III, the global crackdown took Read more Source: www.itsecuritynews.info
TEHRAN, Iran President Donald Trump said Friday that the United States had heavily bombed military targets on Iran's oil hub Kharg Island and the US Navy would soon begin escorting tankers through the Strait of Hormuz. Source: www.manilatimes.net
Cuba has opened talks with the U.S. government, President Miguel Diaz-Canel said on Friday, as an oil blockade imposed by U.S. President Donald Trump pushes the Communist-run nation deeper into economic crisis. Source: kaieteurnewsonline.com
The contract would have led to 100 fewer union workers and wider use of contract workers, 8-10 hourly wage cuts, the closure of the environmental department, attacks on seniority and implementation of AI with no job protections. Source: www.wsws.org
Indian markets mirrored global trends as US stocks closed lower. Volatile crude oil prices, influenced by the Iran conflict, impacted equities. Investors are closely watching global oil supply dynamics. Economic indicators showed mixed signals, with inflation remaining a concern. The US Federal Reserve is expected to maintain interest rates. This situation creates uncertainty for market participants. Source: economictimes.indiatimes.com
HAVANA - Cuba has opened talks with the US government, President Miguel Diaz-Canel said on Friday (March 13), as an oil blockade imposed by US President Donald Trump pushes the Communist-run nation deeper into economic crisis. These talks have been aimed at finding solutions through dialogue to the bilateral differences we have between the two nations, Diaz-Canel said in a video... Source: www.asiaone.com
Through the NSTF Brilliants Programme, a group of top maths and science learners are becoming tomorrow’s problem-solvers, innovators and leaders Source: mg.co.za
The move aims to restart oil production at a cluster of offshore platforms as fuel prices continue to rise in the wake of the war on Iran. Source: nypost.com
Serbia’s Russian-owned oil company Naftna Industrija Srbije (NIS) has requested another sanctions waiver from the United States to continue importing crude while negotiations continue over the sale of the company to Hungary’s MOL Group, according to a company statement on Thursday. Source: kaieteurnewsonline.com
Gurgaon: With gas supplies turning uncertain in the shadow of the West Asia conflict, industries in Manesar have asked Haryana State Pollution Control. Source: timesofindia.indiatimes.com
As the United States intensified its bombing of Iran, Tehran launched a new wave of drone and missile attacks on Israel and its Gulf neighbours Source: www.deccanchronicle.com
India News: How is govt seeking to ensure that power supply stays ahead of demand?We are continuously expanding our generation. Earlier, the focus was on thermal . Source: timesofindia.indiatimes.com
Following through on an old threat, Iran has effectively closed the Strait of Hormuz, cutting off a vital waterway that normally carries about a fi... Source: www.koreatimes.co.kr
Marc Spector: Moon Knight #2 sees our hero trapped and wounded while Zodiac crashes the party with sharp ideas. Check out the preview! Source: bleedingcool.com
Asia and Europe implement subsidies, price caps, and emergency releases to protect consumers from surging fuel and food prices caused by the U.S.-Israel war on Iran. Source: www.thehindubusinessline.com
The markets were down again today as the trading week closed, as Wall Street is waking up to the fact that Trump has run out of options to control the cost of oil. While there has not yet been a total market collapse, the headlines today were the most ominous they have been since the war started. Not only is the price of crude oil staying around 100 a barrel, the entire supply chain is now facing pressures and disruptions not seen since COVID in 2020. Here are some of the stories I was tracking Source: vaccineimpact.com
The story goes like this. ComputerCraft is a mod that adds programming to Minecraft. You write Lua code that gets executed by a bespoke interpreter with access to world APIs, and now you’re writing code instead of having fun. Computers have limited disk space, and my /nix folder is growing out of control, so I need to compress code. The laziest option would be to use LibDeflate, but its decoder is larger than both the gains from compression and my personal boundary for copying code. So the que Source: purplesyringa.moe
Chandigarh: Leading industrialist Lakshmi Niwas Mittal, executive chairman of ArcelorMittal, on Friday announced that HPCL-Mittal Energy Limited's Gur. Source: timesofindia.indiatimes.com
Five Canadian productions are slated for next season at Prairie Theatre Exchange, a downtown institution that’s in the midst of a post-pandemic bounceback under the leadership of artistic director Ann... Source: www.winnipegfreepress.com
CALGARY, Alberta, March 13, 2026 (GLOBE NEWSWIRE) -- South Bow Corp. (TSX & NYSE: SOBO) (South Bow) filed its 2025 annual disclosure documents on March 13, 2026. Source: www.manilatimes.net
Zimbabwe’s manufacturing sector has long been recognised as one of the most diversified in Southern Africa. For much of the late twentieth century, factories in cities such as Harare, Bulawayo and Mutare produced agricultural equipment, mining machinery components, metal products and industrial tools that were exported across the region. By Brighton Musonza Today, the country [ ] Source: thezimbabwemail.com
Every refinery worker has a direct stake in defeating BP’s demands, which would pave the way for oil companies to dismantle national bargaining altogether. Source: www.wsws.org
Governments in Australia and New Zealand aren’t sitting idle in the face of spiking fuel prices. Here’s what they’re doing and what might make a difference Source: theconversation.com
Mobix Labs' AI-driven drone intelligence platform is being developed to help defense, security, and infrastructure organizations detect risks earlier and respond faster in complex environments. Source: interestingengineering.com
Australia will bring in 100 million more litres of petrol by allowing a higher level of sulfur content in its fuel for the next 60 days, Energy Minister Chris Bowen says, as the country reckons with petrol flows choked by the Middle East war. Source: www.abc.net.au
Like many school systems facing teacher shortages, South Carolina’s Allendale County has looked overseas for help. A quarter of the teachers in the rural, high-poverty district come from other countri... Source: www.winnipegfreepress.com
Arevon Energy, Inc., a leading American energy developer, owner, and operator, today (March 11) announced it has successfully closed a 920 million financing package for its 300 megawatt (MW)/1,2. . . Source: globalrenewablenews.com
A team of MIT astronomers is working on developing a new way to detect, monitor and mitigate the threats posed by smaller asteroids to our critical space infrastructure. Source: news.mit.edu
Highlights Advances one of the largest solar and battery storage facilities in the United States Provides cost-effective electricity with battery storage to meet growing demand in the regi. . . Source: globalrenewablenews.com
Twenty-one Tangkhul Naga civilians, detained by Kuki villagers and armed men in Manipur's Ukhrul district, were released following negotiations. Tensions remain high in the region. Source: www.rediff.com
For three years I ran Elasticsearch on a side project that had exactly 200,000 documents and about 800 daily active users. Three years. One cluster. Two nodes. Source: www.anisafifi.com
As missiles and drones curtail energy production across the Persian Gulf, analysts warn that water, not oil, may be the resource most at risk in the energy-rich but arid region.On Sunday (March 8), Bahrain accused Iran of damaging one of its desalination plants. Earlier, Iran said a US airstrike had damaged an Iranian plant.Hundreds of desalination plants sit along the... Source: www.asiaone.com
PayPay, a Japanese digital wallet provider, has priced its U.S. initial public offering at 16 per share. This figure is below its initial target range. The offering raised approximately 880 million. The market sentiment was impacted by geopolitical events. This listing marks a significant debut for a SoftBank majority investment in the U.S. market. Source: economictimes.indiatimes.com
Pickup truck campers and camping toppers have been growing lighter and lighter through smart, compact design, but few approach the featheriness of the Thaircamper. The inflatable camper weighs as little as some fiberglass truck caps, but instead of barely offering enough space to sleep one or two Source: newatlas.com
Visa, ADIA and a subsidiary of the Qatar Investment Authority are anchoring the IPO by purchasing up to 220m of PayPay's shares upon debut Source: gulfbusiness.com
Countries including Australia should release oil stockpiles as the war in the Middle East roils markets, a global energy body urges. Source: michaelwest.com.au
Concerns arise over BPCL's proposed petrochemical complex in Nellore, highlighting environmental, health, and livelihood risks for local communities. Source: www.thehindu.com
Nagpur: In a decisive move to enforce Bombay high court's strict directives on noise pollution, Nagpur city police this week re-launched a citywide cr. Source: timesofindia.indiatimes.com
The Hong Kong Stock Exchange shot to the top as the world’s foremost venue for initial public offerings in 2025 and pushes ahead strongly into 2026. Meanwhi... Source: www.realclearmarkets.com
Not content with a decade of guaranteed gas purchases from Santos, Peter Malinauskas is removing the risk of the 500m pipeline upgrade. Source: michaelwest.com.au
The situation facing the United States following its second surprise strike against Iran on 28 February has once again revealed that the strategic calculations made during the twelve day conflict in June 2025 were far from precise. Source: www.azernews.az
We propose a vision transformer (ViT)-based deep learning framework to refine disaster-affected area segmentation from remote sensing imagery, aiming to support and enhance the Emergent Value Added Product (EVAP) developed by the Taiwan Space Agency (TASA). The process starts with a small set of manually annotated regions. We then apply principal component analysis (PCA)-based feature space analysis and construct a confidence index (CI) to expand these labels, producing a weakly supervised train Source: arxiv.org
Online grocery shopping presents unique challenges for sequential recommendations due to repetitive purchase patterns and complex item relationships within the baskets. Unlike traditional e-commerce, grocery recommendations must capture both complementary item associations and temporal dependencies across shopping sessions. To address these challenges in Amazon's online grocery business, we propose T-REX, a novel transformer architecture that generates personalized category-level suggestions by Source: arxiv.org
Here, we present a diffusion transformer (DiT)-based pixel super-resolution virtual staining approach to transform low-resolution FTIR microspectroscopic images of the unstained tissues into corresponding high-resolution H&E-stained images. Unlike conventional conditional DiT architectures, this method models the transformation from FTIR images to H&E-stained images as a stochastic Brownian bridge process and directly learns the cross-domain translation in pixel space by means of a large-patch T Source: arxiv.org
Diffusion transformers have emerged as the mainstream paradigm for video generation models. However, the use of up to billions of parameters incurs significant computational costs. Quantization offers a promising solution by reducing memory usage and accelerating inference. Nonetheless, we observe that the joint modeling of spatial and temporal information in video diffusion models (V-DMs) leads to extremely long token sequences, which introduces high calibration variance and learning challenges Source: arxiv.org
Systems that collect data on sleep, mood, and activities can provide valuable lifestyle counselling to populations affected by chronic disease and its consequences. Such systems are, however, challenging to develop; besides reliably extracting patterns from user-specific data, systems should also contextualise these patterns with validated medical knowledge to ensure the quality of counselling, and generate counselling that is relevant to a real user. We present QUORUM, a new evaluation framewor Source: arxiv.org
Current safety alignment methods encode safe behavior implicitly within model parameters, creating a fundamental opacity: we cannot easily inspect why a model refuses a request, nor intervene when its safety judgments fail. We propose Safe Transformer, a modular approach that augments pre-trained language models by inserting a discrete information bottleneck containing an explicit safety bit between transformer layers. The safety bit serves as both an interpretable signal of the model's safety c Source: arxiv.org
Millimeter-wave (mmWave) Radar--Camera fusion improves perception under adverse illumination and weather, but its performance is sensitive to Radar--Camera extrinsic calibration: residual misalignment biases Radar-to-image projection and degrades cross-modal aggregation for downstream 2D detection. Existing calibration and auto-calibration methods are mainly developed for road and urban scenes with abundant structures and object constraints, whereas water-surface environments feature large textu Source: arxiv.org
This work investigates large-scale sketch recognition from a graph-native perspective, where free-hand sketches are directly modeled as structured graphs rather than raster images or stroke sequences. We propose SketchGraphNet, a hybrid graph neural architecture that integrates local message passing with a memory-efficient global attention mechanism, without relying on auxiliary positional or structural encodings. To support systematic evaluation, we construct SketchGraph, a large-scale benchmar Source: arxiv.org
Robust grasping in cluttered, unstructured environments remains challenging for mobile legged manipulators due to occlusions that lead to partial observations, unreliable depth estimates, and the need for collision-free, execution-feasible approaches. In this paper we present an end-to-end pipeline for language-guided grasping that bridges open-vocabulary target selection to safe grasp execution on a real robot. Given a natural-language command, the system grounds the target in RGB using open-vo Source: arxiv.org
One of the crucial challenges taken in document analysis is mathematical expression recognition. Unlike text recognition which only focuses on one-dimensional structure images, mathematical expression recognition is a much more complicated problem because of its two-dimensional structure and different symbol size. In this paper, we propose using a Hybrid Vision Transformer (HVT) with 2D positional encoding as the encoder to extract the complex relationship between symbols from the image. A cover Source: arxiv.org
The reliable operation of modern power grids requires probabilistic load forecasts with well-calibrated uncertainty estimates. However, existing deep learning models produce overconfident point predictions that fail catastrophically under extreme weather distributional shifts. This study proposes a Bayesian Transformer (BT) framework that integrates three complementary uncertainty mechanisms into a PatchTST backbone: Monte Carlo Dropout for epistemic parameter uncertainty, variational feed-forwa Source: arxiv.org
GridStor, a developer and operator of utility-scale battery energy storage systems, today (March 9) announced the close of a 120 million financing package provided by lending partners NORD/LB . . . Source: globalrenewablenews.com
Standard transformers entangle all computation in a single residual stream, obscuring which components perform which functions. We introduce the Dual-Stream Transformer, which decomposes the residual stream into two functionally distinct components: a token stream updated by attention and a context stream updated by feed-forward networks. Information flow between attention heads is controlled through a hierarchy of mixing strategies, from fully independent (maximum interpretability) to dense (st Source: arxiv.org
We present a miniature brain transformer architecture that extends the attention-coupled latent memory framework with four additional brain-region analogues: a thalamic relay, an amygdaloid salience module, a prefrontal working-memory (PFC) buffer, and a cerebellar fast-path, all coupled by inhibitory callosal cross-talk between lateralized hippocampal banks. We evaluate on a two-domain benchmark -- MQAR (Multi-Query Associative Recall; episodic domain) and modular arithmetic (+1 mod 10; rule-ba Source: arxiv.org
Zero-shot anomaly detection (ZSAD) requires detecting and localizing anomalies without access to target-class anomaly samples. Mainstream methods rely on vision-language models (VLMs) such as CLIP: they build hand-crafted or learned prompt sets for normal and abnormal semantics, then compute image-text similarities for open-set discrimination. While effective, this paradigm depends on a text encoder and cross-modal alignment, which can lead to training instability and parameter redundancy. This Source: arxiv.org
Highlights 166-Megawatt DC (120 MWac) Tower Solar project, consisting of more than 250,000 SEG Solar panels, expected to reach commercial operation later this year Project will deliver energ. . . Source: globalrenewablenews.com
Diffusion Transformers have become a dominant paradigm in visual generation, yet their low inference efficiency remains a key bottleneck hindering further advancement. Among common training-free techniques, caching offers high acceleration efficiency but often compromises fidelity, whereas pruning shows the opposite trade-off. Integrating caching with pruning achieves a balance between acceleration and generation quality. However, existing methods typically employ fixed and heuristic schemes to Source: arxiv.org
Transformer architectures excel at sequential modeling yet remain fundamentally limited by correlational learning - they capture spurious associations induced by latent confounders rather than invariant causal mechanisms. We identify this as an epistemological challenge: standard Transformers conflate static background factors (intrinsic identity, style, context) with dynamic causal flows (state evolution, mechanism), leading to catastrophic out-of-distribution failure. We propose OrthoFormer, a Source: arxiv.org
Recent Super-Resolution (SR) methods mainly adopt Transformers for their strong long-range modeling capability and exceptional representational capacity. However, most SR Transformers rely heavily on relative positional bias (RPB), which prevents them from leveraging hardware-efficient attention kernels such as FlashAttention. This limitation imposes a prohibitive computational burden during both training and inference, severely restricting attempts to scale SR Transformers by enlarging the trai Source: arxiv.org
Neural approaches to the Flexible Job Shop Scheduling Problem (FJSP), particularly those based on deep reinforcement learning (DRL), have gained growing attention in recent years. However, existing methods rely on complex feature-engineered state representations (i.e., often requiring more than 20 handcrafted features) and graph-biased neural architectures. To reduce modeling complexity and advance a more generalizable framework for FJSP, we introduce textsc{ReSched}, a minimalist DRL framework Source: arxiv.org
Automated segmentation of diabetic foot ulcers (DFUs) plays a critical role in clinical diagnosis, therapeutic planning, and longitudinal wound monitoring. However, this task remains challenging due to the heterogeneous appearance, irregular morphology, and complex backgrounds associated with ulcer regions in clinical photographs. Traditional convolutional neural networks (CNNs), such as U-Net, provide strong localization capabilities but struggle to model long-range spatial dependencies due to Source: arxiv.org
Elevate your workflow with the Indoor Basketball Arena asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store. Source: assetstore.unity.com
As missiles and drones curtail energy production across the Persian Gulf, analysts warn that water, not oil, may be the resource most at risk in the energy-rich but arid region. Hundreds of desalinati... Source: www.winnipegfreepress.com
SUGARLOAF, Pa. (AP) For John Zola, the 40 acres were like a paradise: apple orchards tucked into northern Pennsylvania’s rolling hills, a barn, meadows and more than enough land for four house... Source: www.winnipegfreepress.com
New strikes light up the night in Tehran as Israel vows many surprises’ DUBAI, United Arab Emirates (AP) The Iran war exploded further late Saturday as pillars of flame rose above an oi... Source: www.winnipegfreepress.com
ClimateLaunchpad , the world's largest green business ideas competition by Climate KIC , has opened applications for its 2026 edition. Since 2014, the ... Source: en.antaranews.com
Agriculture Minister Abubakar Kyari says government policies have reduced prices of essential food commodities by 50 percent nationwide. Source: www.arise.tv
Anindita Banik, Co-Founder and CEO of SmartWinnr, speaks about building credibility in enterprise SaaS, scaling from founder-led sales to a structured global revenue engine, and navigating the complexities of AI-led enterprise transformation. Source: economictimes.indiatimes.com
Ukraine’s state-owned bank has demanded that Hungary return the cash and gold bars seized during a police raid on an armored truck convoy Source: www.rt.com
As long as the present regime remains in power in Iran, there will be no genuine revival of Gulf-Iran relations. Only a new regime could mend the rifts. Source: www.jpost.com
Three new funds will open for subscription on Monday, i.e. March 9. Mutual fund houses diversify portfolios with new mutual fund launches. Here is a detailed breakup (Source: ACE MF) New funds in pipeline Source: economictimes.indiatimes.com
Crude oil prices surged 35 amid attacks on Gulf energy infrastructure and the near shutdown of tanker traffic through the Strait of Hormuz. Source: www.benzinga.com
Middle East News: The war between the United States, Israel and Iran entered its ninth day on Sunday with fresh strikes, drone attacks and widening regional fallout. Fi. Source: timesofindia.indiatimes.com
The financial toll of the burgeoning conflict in the Middle East has reached staggering levels within just seven days. According to a report from the New York Source: stockmarketwatch.com
Russian missile strike kills at least 10 people, including 2 children, in Kharkiv residential building as Ukraine faces massive overnight assault. Source: www.foxnews.com
Middle East News: Explosions rocked Tehran and the neighboring city of Karaj on Saturday after the Israeli military struck several fuel storage complexes, sending huge . Source: timesofindia.indiatimes.com
British pop-star, Charli XCX has sparked widespread conversation by hinting at a potential shift away from her music career toward acting. The British. Source: timesofindia.indiatimes.com
Lebanon's health ministry said Sunday that an Israeli strike on a hotel in central Beirut killed at least four people and wounded 10 others. Meanwhile, the Is... Source: www.france24.com
KYIV, Ukraine Two children were among at least 10 people killed on Saturday in a Russian missile that hit a five-story residential building in Ukraine's second-largest city, Kharkiv, officials said. Sixteen others were wounded. Source: www.manilatimes.net
Middle East News: Kuwait, OPEC's fifth-biggest producer, cut oil and refinery production following the near-halt of shipping traffic through the Strait of Hormuz, the l. Source: timesofindia.indiatimes.com
NEW YORK The price of oil surged higher and showed no signs of halting its rapid climb a week after the U.S. and Israel launched major attacks on... Source: www.koreatimes.co.kr
Saudi Arabia intercepted missile and drone attacks targeting an air base and an oil field. Defence Minister Prince Khalid bin Salman urged Iran to avoid miscalculation. These incidents follow regional war triggered by US-Israeli strikes. Saudi Arabia is taking measures to halt such attacks and ensure regional stability. Source: economictimes.indiatimes.com
The price of oil surged higher and showed no signs of halting its rapid climb a week after the U.S. and Israel launched major attacks on Iran that escalated int... Source: japantoday.com
The United States (US) Embassy Kingston and STEAMHouse Network Limited, in partnership with NexxStepp Training and Social Impact Consulting, yesterday officially launched TechStage: AI-Powered Solutions for Industry Recovery a seven-month youth innovation programme equipping Jamaican high school students with artificial intelligence skills to address real community challenges in the wake of Hurricane Melissa. Source: jamaica-gleaner.com
Experience from past conflicts shows that pollution, contamination and ecological stress can persist long after the missiles stop flying Source: www.juancole.com
NEW YORK (AP) The price of oil surged higher and showed no signs of halting its rapid climb a week after the U.S. and Israel launched major attacks on Iran that escalated into a war in the Middle Ea... Source: www.winnipegfreepress.com
Corporate media and Congress are using the shooting as an opportunity to rail against immigration and Muslims and promote war against Iran. Source: www.wsws.org
India's primary market gears up for a busy week with five IPOs aiming to raise over Rs 6,578 crore, led by Raajmarg Infra Investment Trust's Rs 6,000 crore offering. Despite the influx, investor sentiment remains cautious due to recent weak listings and muted grey market premiums, signaling a challenging period for new issuances. Source: economictimes.indiatimes.com
The outcome of the war will be determined by the development of the class struggle in the United States itself in Detroit, New York, Los Angeles and other major working class centers. Source: www.wsws.org
President Donald Trump declared Friday that there will be no deal with Iran except UNCONDITIONAL SURRENDER, signaling the intention to wage permanent war until Iranian society is destroyed. Source: www.wsws.org
The Amerindian communities of Moraikobai in Region Five and Orealla/ Siparuta in Region Six will soon get new potable water wells through the Guyana Water Inc. (GWI). Source: kaieteurnewsonline.com
Imagine walking the bustling streets of Seattle's Ballard neighborhood, where the aroma of fresh coffee from local roasters mixes with the whir of electric Source: commstrader.com
How we deployed a full orchestrated knowledge pipeline with a 122B parameter model on a single edge device (Jetson thor), no cloud required By Brainiak. Source: www.hackster.io
This project creates a simple block design utilizing a Test Pattern Generator and an vdma on Vivado+Petalinux 2025.2 using Ultra96v2 By Jack Bonnell. Source: www.hackster.io
No stupid rules of engagement. That was Pete Hegseth, the American war secretary, boasting during a press conference about the approach with which he and... Source: buttondown.com
How the Middle East conflict pushed oil above 90 A surge in military action across the Middle East, concentrated around U.S. Israeli strikes on Iran and Iran’s retaliatory Source: alltoc.com
Energy buyers across import-dependent Asia are facing mounting pressure as the US-Israel conflict with Iran disrupts oil and gas supply routes and nearly halts traffic through the Strait of Hormuz. While global oil prices have risen but remain below past crisis peaks, the impact on the ground is already visible. Source: economictimes.indiatimes.com
While getting to pitch for Team Brazil in the best-on-best event is surely an incredible experience by itself for the 17-year-old right-hander, nothing may top his second-inning escape against the U.S. Source: www.sportsnet.ca
Morgan Stanley has lowered India's rating to 'equal weight'. This move is due to geopolitical uncertainties and oil supply concerns. The firm remains positive on Japan, Brazil, and Singapore. While India's economy is more stable against oil price hikes, AI disruptions and high valuations are also factors. Source: economictimes.indiatimes.com
Marking 57 years of dedicated service to the nation, the CISF security umbrella today extends across the nation’s most critical and vital installations Source: www.deccanchronicle.com
Several companies are expected to remain in focus in the stock market today following key corporate announcements, strategic partnerships, fundraising moves, and clarifications on market rumours. Source: www.thehindubusinessline.com
WASHINGTON (AP) The Trump administration’s campaign to end wokeness in the military is reshaping its relationship with U.S. higher education, breaking off longstanding ties with prestigious... Source: www.winnipegfreepress.com
As the US-Israeli war against Iran enters its sixth day, Israel has ordered the mass evacuation of southern Lebanon and launched a ground incursion, opening a second major front in a war that is rapidly engulfing the entire Middle East. Source: www.wsws.org
I argue that the deliberate collapse of the Palestinian health system is the product of policies of blockade, occupation, and structural neglect Source: www.juancole.com
Ambitious plans for a major brewery and distillery visitor attraction remain in the pipeline for a green field site east of Inverness. Source: www.ross-shirejournal.co.uk
Heavy attacks were reported in Tehran on Friday after Israel said it was hitting regime infrastructure in a new phase of the war it launched with the United States against Iran.As the conflict entered its seventh day, its regional repercussions continued -- with Qatar saying it intercepted a drone targeting a US base, and Lebanon reporting the death toll from Israeli strikes had risen to 123. Source: www.al-monitor.com
Reconstructing dynamic 4D scenes remains challenging due to the presence of moving objects that corrupt camera pose estimation. Existing optimization methods alleviate this issue with additional supervision, but they are mostly computationally expensive and impractical in real-time applications. To address these limitations, we propose MoRe, a feedforward 4D reconstruction network that efficiently recovers dynamic 3D scenes from monocular videos. Built upon a strong static reconstruction backbon Source: arxiv.org
The proliferation of artificial intelligence applications on edge devices necessitates efficient transport protocols that leverage multi-homed connectivity across heterogeneous networks. While Multipath TCP enables bandwidth aggregation, its in-kernel congestion control mechanisms lack the programmability and flexibility needed for achieving efficient transmission. Additionally, inherent measurement noise renders network state partially observable, challenging data-driven approaches like deep re Source: arxiv.org
Multiclass hate speech detection across demographic categories remains computationally challenging due to implicit targeting strategies and linguistic variability in social media content. Existing approaches rely solely on learned representations from training data, without explicitly incorporating structured ontological frameworks that can enhance classification through formal domain knowledge integration. We propose RoBERTa-OTA, which introduces ontology-guided attention mechanisms that proces Source: arxiv.org
Vision transformers have demonstrated remarkable success in classification by leveraging global self-attention to capture long-range dependencies. However, this same mechanism can obscure fine-grained spatial details crucial for tasks such as segmentation. In this work, we seek to enhance segmentation performance of vision transformers after standard image-level classification training. More specifically, we present a simple yet effective add-on that improves performance on segmentation tasks wh Source: arxiv.org
Building software repositories typically requires significant manual effort. Recent advances in large language model (LLM) agents have accelerated automation in software engineering (SWE). We introduce RepoLaunch, the first agent capable of automatically resolving dependencies, compiling source code, and extracting test results for repositories across arbitrary programming languages and operating systems. To demonstrate its utility, we further propose a fully automated pipeline for SWE dataset c Source: arxiv.org
High-quality 3D streaming from multiple cameras is crucial for immersive experiences in many AR/VR applications. The limited number of views - often due to real-time constraints - leads to missing information and incomplete surfaces in the rendered images. Existing approaches typically rely on simple heuristics for the hole filling, which can result in inconsistencies or visual artifacts. We propose to complete the missing textures using a novel, application-targeted inpainting method independen Source: arxiv.org
Early warning of intraoperative adverse events plays a vital role in reducing surgical risk and improving patient safety. While deep learning has shown promise in predicting the single adverse event, several key challenges remain: overlooking adverse event dependencies, underutilizing heterogeneous clinical data, and suffering from the class imbalance inherent in medical datasets. To address these issues, we construct the first Multi-label Adverse Events dataset (MuAE) for intraoperative adverse Source: arxiv.org
Middle East War: Heavy attacks were reported in Tehran on Friday after Israel said it was hitting regime infrastructure in a new phase of the war it launched with the United States against Iran. Early Friday, Iranian media reported heavy strikes in the capital, Tehran, shortly after Israel announced it was striking regime infrastructure in the city. Source: economictimes.indiatimes.com
New Zealand's median house price sits at 753,106 as of January 2026. Prices have fallen 17.5 from their early 2022 peak, yet housing remains painfully out Source: thedailyblog.co.nz
Asian fuel oil traders face supply challenges due to the Iran war disrupting shipments from the Middle East. They are now looking to Western sources for replacement cargoes. This situation is expected to cause further increases in bunker fuel prices at key ports like Singapore. Vessel owners will see refuelling costs rise, impacting the prices of transported goods. Source: economictimes.indiatimes.com
UFC CEO Dana White recently spoke about the remarkable rise of fighters emerging from the training circle led by former lightweight champion Khabib Nurmagomedov. Source: www.yardbarker.com
U.S. President Donald Trump claimed the right to join Iran in deciding its next leader as the war escalated on Thursday, with U.S. and Israeli jets hitting areas across the country and Gulf cities coming under renewed bombardment. Source: kaieteurnewsonline.com
America stands at an inflection point for infrastructure investment. The systems that move goods, power homes, and connect communities are ageing faster than... Source: www.realclearmarkets.com
China has officially outlined the draft for its 15th Five-Year Plan (2026 2030), signaling a massive shift toward innovation-driven growth and technological Source: stockmarketwatch.com
The US Embassy warned people in Cuba to prepare for significant disruptions and conserve fuel, water, food and mobile phone batteries. Source: nypost.com
WASHINGTON (AP) Republicans are invoking the war in Iran and the prospect of retaliatory terrorist attacks as they tee up votes Thursday on a funding bill for the Department of Homeland Security. Th... Source: www.winnipegfreepress.com
Frayle have released their latest single, Souvenirs Of Your Betrayal, from their 2025 album Heretics & Lullabies.Its arrival comes a little over a week before the atmospheric doom metal outfit hit the road in ... Source: lambgoat.com
February 2026 saw record auto retail sales of 24.09 lakh units, fueled by improved affordability and market confidence post GST 2.0. Source: www.thehindubusinessline.com
New data are out on adjuncts the part-time, untenured faculty who teach many college classes and the tale they tell isn’t great. However, dive a little deeper and the truth becomes more Source: jamesgmartin.center
Driven by the continuous development of models such as Multi-Layer Perceptron, Convolutional Neural Network (CNN), and Transformer, deep learning has made breakthrough progress in fields such as computer vision and natural language processing, and has been successfully applied in practical scenarios such as image classification and industrial fault diagnosis. However, existing models still have certain limitations in local feature modeling and global dependency capture. Specifically, CNN is limi Source: arxiv.org
Object tracking from Unmanned Aerial Vehicles (UAVs) is challenged by platform dynamics, camera motion, and limited onboard resources. Existing visual trackers either lack robustness in complex scenarios or are too computationally demanding for real-time embedded use. We propose an Modular Asynchronous Tracking Architecture (MATA) that combines a transformer-based tracker with an Extended Kalman Filter, integrating ego-motion compensation from sparse optical flow and an object trajectory model. Source: arxiv.org
Substation reconfiguration via busbar splitting can mitigate transmission grid congestion and reduce operational costs. However, existing approaches neglect the security of substation topology, particularly for substations without busbar splitting (i.e., closed couplers), which can lead to severe consequences. Additionally, the computational complexity of optimizing substation topology remains a challenge. This paper introduces a MILP formulation for security-constrained substation reconfigurati Source: arxiv.org
Achieving human-level dexterity in robots via imitation learning from heterogeneous datasets is hindered by the challenge of cross-embodiment skill transfer, particularly for high-DoF robotic hands. Existing methods, often relying on 2D observations and temporal-centric action representation, struggle to capture 3D spatial relations and fail to handle embodiment heterogeneity. This paper proposes the Structural Action Transformer (SAT), a new 3D dexterous manipulation policy that challenges this Source: arxiv.org
Post-training quantization (PTQ) of transformers is known to suffer from severe accuracy degradation due to structured activation outliers, as originally analyzed by Bondarenko et al. (EMNLP 2021) in work associated with Qualcomm AI Research. This paper provides a reproducible empirical reproduction and systems-level extension of that phenomenon in BERT-base fine-tuned on QNLI. When global W8A8 quantization is applied, validation accuracy drops sharply from 89.66 (FP32) to 54.33 , a decrease of Source: arxiv.org
Ocean Winds (OW), the 50-50 joint venture between EDPR and ENGIE, has signed an Agreement for Lease with The Crown Estate for a floating offshore wind project site in the Celtic Sea - marking a si. . . Source: globalrenewablenews.com
Dynamic link prediction plays a crucial role in diverse applications including social network analysis, communication forecasting, and financial modeling. While recent Transformer-based approaches have demonstrated promising results in temporal graph learning, their performance remains limited when capturing complex multi-scale temporal dynamics. In this paper, we propose TFWaveFormer, a novel Transformer architecture that integrates temporal-frequency analysis with multi-resolution wavelet deco Source: arxiv.org
While Transformers have achieved remarkable success in LLMs through superior scalability, their application in industrial-scale ranking models remains nascent, hindered by the challenges of high feature sparsity and low label density. In this paper, we propose SORT (Systematically Optimized Ranking Transformer), a scalable model designed to bridge the gap between Transformers and industrial-scale ranking models. We address the high feature sparsity and low label density challenges through a seri Source: arxiv.org
Recent advances in generative image editing have enabled transformative applications, from professional head shot generation to avatar stylization. However, these systems often require uploading high-fidelity facial images to third-party models, raising concerns around biometric privacy, data misuse, and user consent. We propose a privacy-preserving pipeline that supports high-quality editing while keeping users in control over their biometric data in face-centric use cases. Our approach separat Source: arxiv.org
Traditionally, traders and quantitative analysts address alpha decay by manually crafting formulaic alphas, mathematical expressions that identify patterns or signals in financial data, through domain expertise and trial-and-error. This process is often time-consuming and difficult to scale. With recent advances in large language models (LLMs), it is now possible to automate the generation of such alphas by leveraging the reasoning capabilities of LLMs. This paper introduces a novel framework th Source: arxiv.org
Although high-resolution mapping of pan-Arctic sea ice with reliable corresponding uncertainty is essential for operational sea ice concentration (SIC) charting, it is a difficult task due to key challenges, such as the subtle nature of ice signature features, inexact SIC labels, model uncertainty, and data heterogeneity. This study presents a novel Bayesian High-Resolution Transformer approach for 200 meter resolution pan-Arctic SIC mapping and uncertainty quantification using Sentinel-1, RADAR Source: arxiv.org
We present NOVA3R, an effective approach for non-pixel-aligned 3D reconstruction from a set of unposed images in a feed-forward manner. Unlike pixel-aligned methods that tie geometry to per-ray predictions, our formulation learns a global, view-agnostic scene representation that decouples reconstruction from pixel alignment. This addresses two key limitations in pixel-aligned 3D: (1) it recovers both visible and invisible points with a complete scene representation, and (2) it produces physicall Source: arxiv.org
Harmful algal blooms (HABs) can threaten coastal infrastructure, fisheries, and desalination dependent water supplies. This project (REDNET-ML) develops a reproducible machine learning pipeline for HAB risk detection along the Omani coastline using multi sensor satellite data and non leaky evaluation. The system fuses (i) Sentinel-2 optical chips (high spatial resolution) processed into spectral indices and texture signals, (ii) MODIS Level-3 ocean color and thermal indicators, and (iii) learned Source: arxiv.org
Decentralized training introduces critical security risks when executed across untrusted, geographically distributed nodes. While existing Byzantine-tolerant literature addresses data parallel (DP) training through robust aggregation methods, pipeline parallelism (PP) presents fundamentally distinct challenges. In PP, model layers are distributed across workers where the activations and their gradients flow between stages rather than being aggregated, making traditional DP approaches inapplicabl Source: arxiv.org
We present textbf{BLOCK}, an open-source bi-stage character-to-skin pipeline that generates pixel-perfect Minecraft skins from arbitrary character concepts. BLOCK decomposes the problem into (i) a textbf{3D preview synthesis stage} driven by a large multimodal model (MLLM) with a carefully designed prompt-and-reference template, producing a consistent dual-panel (front/back) oblique-view Minecraft-style preview; and (ii) a textbf{skin decoding stage} based on a fine-tuned FLUX.2 model that tr Source: arxiv.org
The main concern in the market remains the Strait of Hormuz, a narrow waterway through which about 20 of the world’s oil and gas supply passes. Source: www.indiatoday.in
Threat actors are actively deploying a new infostealer dubbed AuraStealer, backed by a growing customer base, 48 identified command and control (C2) d... Source: gbhackers.com
Qatar shut down the world’s largest LNG export facility, Saudi Arabia suspended operations at its biggest oil refinery and tanker traffic through the crucial Strait of Hormuz has all but halted Source: www.thehindubusinessline.com
Intrusion detection in IoT and industrial networks requires models that can detect rare attacks at low false-positive rates while remaining reliable under evolving traffic and limited labels. Existing IDS solutions often report strong in-distribution accuracy, but they may degrade when evaluated on future traffic, unseen (zero-day) attack families, or adversarial feature manipulations, and many systems provide limited evidence to support analyst triage. To address these gaps, we propose ThreatFo Source: arxiv.org
Change detection (CD) in remote sensing aims to identify semantic differences between satellite images captured at different times. While deep learning has significantly advanced this field, existing approaches based on convolutional neural networks (CNNs), transformers and Selective State Space Models (SSMs) still struggle to precisely delineate change regions. In particular, traditional transformer-based methods suffer from quadratic computational complexity when applied to very high-resolutio Source: arxiv.org
Incremental Object Detection (IOD) aims to continuously learn new object classes without forgetting previously learned ones. A persistent challenge is catastrophic forgetting, primarily attributed to background shift in conventional detectors. While pseudo-labeling mitigates this in dense detectors, we identify a novel, distinct source of forgetting specific to DETR-like architectures: background foregrounding. This arises from the exhaustiveness constraint of the Hungarian matcher, which forcib Source: arxiv.org
Visual analysis and reconstruction of pipeline inner walls remain challenging in industrial inspection scenarios. This paper presents a dedicated reconstruction system for pipeline inner walls via industrial endoscopes, which is built on panoramic image stitching technology. Equipped with a custom graphical user interface (GUI), the system extracts key frames from endoscope video footage, and integrates polar coordinate transformation with image stitching techniques to unwrap annular video frame Source: arxiv.org
Multivariate time series analysis has long been one of the key research topics in the field of artificial intelligence. However, analyzing complex time series data remains a challenging and unresolved problem due to its high dimensionality, dynamic nature, and complex interactions among variables. Inspired by the strong structural modeling capability of hypergraphs, this paper proposes a novel hypergraph-based time series Transformer backbone network, termed HGTS-Former, to address the multivari Source: arxiv.org
Bird image segmentation remains a challenging task in computer vision due to extreme pose diversity, complex plumage patterns, and variable lighting conditions. This paper presents a dual-pipeline framework for binary bird image segmentation leveraging 2025 foundation models. We introduce two operating modes built upon Segment Anything Model 2.1 (SAM 2.1) as a shared frozen backbone: (1) a zero-shot pipeline using Grounding DINO 1.5 to detect birds via the text prompt bird before prompting SAM Source: arxiv.org
MIDI velocity is crucial for capturing expressive dynamics in human performances. In practical scenarios, a music score with inaccurate velocities may be available alongside the performance audio (e.g., music education and free online archives), enabling the task of score-informed MIDI velocity estimation. In this work, we propose a modular, lightweight score-informed Transformer correction module that refines the velocity estimates of Automatic Music Transcription (AMT) systems. We integrate th Source: arxiv.org
This paper proposes a joint multi-objective optimization framework for strategic sensor placement in power systems to enhance attack detection. A novel physics-informed graph transformer network (PIGTN)-based detection model is proposed. Non-dominated sorting genetic algorithm-II (NSGA-II) jointly optimizes sensor locations and the PIGTN's detection performance, while considering practical constraints. The combinatorial space of feasible sensor placements is explored using NSGA-II, while concurr Source: arxiv.org
We address the task of identifying distracted driving by analyzing in-car videos using efficient transformers. Although transformer models have achieved outstanding performance in human action recognition tasks, their high computational costs limit their application onboard a vehicle. We introduce POGUISE+, a multi-task video transformer that, given an input clip, predicts the distracted driving action, the driver's pose, and the interacting object. Our enhanced features for token selection are Source: arxiv.org
Document extraction is an important step before retrieval-augmented generation (RAG), knowledge bases, and downstream generative AI can work. It turns unstructured documents like PDFs and scans into structured text and layout-aware representations. We introduce NovaLAD, a comprehensive document parsing system that integrates two concurrent YOLO object detection models - element detection and layout detection - with rule-based grouping and optional vision-language enhancement. When a page image i Source: arxiv.org
Accurate modeling of Short Fiber Reinforced Composites (SFRCs) remains computationally expensive for full-field simulations. Data-driven surrogate models using Artificial Neural Networks (ANNs) have been proposed as an efficient alternative to numerical modeling, where Recurrent Neural Networks (RNNs) are increasingly being used for path-dependent multiscale modeling by predicting the homogenized response of a Representative Volume Element (RVE). However, recently, transformer models have been d Source: arxiv.org
The widespread adoption of AI in industry is often hampered by its limited robustness when faced with scenarios absent from training data, leading to prediction bias and vulnerabilities. To address this, we propose a novel streaming inference pipeline that enhances data-driven models by explicitly incorporating prior knowledge. This paper presents the work on an industrial AI application that automatically counts excavator workloads from surveillance videos. Our approach integrates an object det Source: arxiv.org
Bimanual dexterous manipulation for tool use remains a formidable challenge in robotics due to the high-dimensional state space and complicated contact dynamics. Existing methods naively represent the entire system state as a single configuration vector, disregarding the rich structural and topological information inherent to articulated hands. We present PhysGraph, a physically-grounded graph transformer policy designed explicitly for challenging bimanual hand-tool-object manipulation. Unlike p Source: arxiv.org
Text-to-audio (T2A) generation has advanced considerably in recent years, yet existing methods continue to face challenges in accurately rendering complex text prompts, particularly those involving intricate audio effects, and achieving precise text-audio alignment. While prior approaches have explored data augmentation, explicit timing conditioning, and reinforcement learning, overall synthesis quality remains constrained. In this work, we experiment with reinforcement learning to further enhan Source: arxiv.org
We introduce GeoDiT, a diffusion transformer designed for text-to-satellite image generation with point-based control. Existing controlled satellite image generative models often require pixel-level maps that are time-consuming to acquire, yet semantically limited. To address this limitation, we introduce a novel point-based conditioning framework that controls the generation process through the spatial location of the points and the textual description associated with each point, providing sema Source: arxiv.org
The current methods for diagnosing Alzheimer Disease using Magnetic Resonance Imaging (MRI) have significant limitations. Many previous studies used 2D Transformers to analyze individual brain slices independently, potentially losing critical 3D contextual information. Region of interest-based models often focus on only a few brain regions despite Alzheimer's affecting multiple areas. Additionally, most classification models rely on a single test, whereas diagnosing Alzheimer's requires a multif Source: arxiv.org
Detecting water-surface targets for Unmanned Surface Vehicles (USVs) is challenging due to wave clutter, specular reflections, and weak appearance cues in long-range observations. Although 4D millimeter-wave radar complements cameras under degraded illumination, maritime radar point clouds are sparse and intermittent, with reflectivity attributes exhibiting heavy-tailed variations under scattering and multipath, making conventional fusion designs struggle to exploit radar cues effectivel Source: arxiv.org
Existing point cloud completion methods struggle to balance high-quality reconstruction with computational efficiency. To address this, we propose PPC-MT, a novel parallel framework for point cloud completion leveraging a hybrid Mamba-Transformer architecture. Our approach introduces an innovative parallel completion strategy guided by Principal Component Analysis (PCA), which imposes a geometrically meaningful structure on unordered point clouds, transforming them into ordered sets and decompos Source: arxiv.org
Elevate your workflow with the Segmented rocks asset from Tarasov Leonid. Find this & other Vegetation options on the Unity Asset Store. Source: assetstore.unity.com
A select committee is hearing submissions on the Public Works Amendment Bill that aims to streamline land acquisition powers and compensation. Source: www.rnz.co.nz
AI’s promise is real, but productivity lags as organizations rely on easy horizontal tools instead of domain-specific vertical AI that drives true results. Source: www.powermag.com
Vision transformers have recently made a breakthrough in computer vision showing excellent performance in terms of precision for numerous applications. However, their computational cost is very high compared to alternative approaches such as Convolutional Neural Networks. To address this problem, we propose a novel framework for image classification called RAViT based on a multi-branch network that operates on several copies of the same image with different resolutions to reduce the computationa Source: arxiv.org
Customized power solutions that provide reliability, resiliency, and energy autonomy no longer are a nice to have, but rather a must have for many businesses, not just for critical sites such as hospitals and military bases but also for other enterprises. Source: www.powermag.com
Identifying the full landscape of small and medium-sized enterprises (SMEs) in specialized industry sectors is critical for supply-chain resilience, yet existing business databases suffer from substantial coverage gaps -- particularly for sub-tier suppliers and firms in emerging niche markets. We propose a textbf{Web--Knowledge--Web (W to K to W)} pipeline that iteratively (1) crawls domain-specific web sources to discover candidate supplier entities, (2) extracts and consolidates structured Source: arxiv.org
Sentiment analysis is a crucial task in natural language processing (NLP) that enables the extraction of meaningful insights from textual data, particularly from dynamic platforms like Twitter and IMDB. This study explores a hybrid framework combining transformer-based models, specifically BERT, GPT-2, RoBERTa, XLNet, and DistilBERT, to improve sentiment classification accuracy and robustness. The framework addresses challenges such as noisy data, contextual ambiguity, and generalization across Source: arxiv.org
Cloud computing enables cost-effective on-demand network access to a shared pool of configurable computing resources. The purpose of this paper is to examine and identifying the use of Cloud computing in the critical infrastructure domain among small and medium sized enterprises (SMEs). The data for this study were gathered from a survey of different academic, industry, governmental and online literature related to the use of Cloud computing in SMEs. The result revealed that there are risks invo Source: arxiv.org
Accurate fault detection and localization in electrical distribution systems is crucial, especially with the increasing integration of distributed energy resources (DERs), which inject greater variability and complexity into grid operations. In this study, FaultXformer is proposed, a Transformer encoder-based architecture developed for automatic fault analysis using real-time current data obtained from phasor measurement unit (PMU). The approach utilizes time-series current data to initially ext Source: arxiv.org
Data center energy demand is soaring, driving gigawatt-scale growth in fast-start reciprocating engine power plants worldwide. Source: www.powermag.com
The brain can only be fully understood through the lens of the behavior it generates -- a guiding principle in modern neuroscience research that nevertheless presents significant technical challenges. Many studies capture behavior with cameras, but video analysis approaches typically rely on specialized models requiring extensive labeled data. We address this limitation with BEAST(BEhavioral Analysis via Self-supervised pretraining of Transformers), a novel and scalable framework that pretrains Source: arxiv.org
We present GLUScope, an open-source tool for analyzing neurons in Transformer-based language models, intended for interpretability researchers. We focus on more recent models than previous tools do; specifically we consider gated activation functions such as SwiGLU. This introduces a new challenge: understanding positive activations is not enough. Instead, both the gate and the in activation of a neuron can be positive or negative, leading to four different possible sign combinations that in som Source: arxiv.org
Despite growing technical maturity, post-combustion carbon capture and storage (CCS) projects for power generation continue to face decisive hurdles. Integration complexity, financing structures, and risk allocation now play a central role in determining which projects ultimately reach final investment decision. Source: www.powermag.com
We study the geometry of training trajectories in small transformer models and find that parameter updates organize into a dominant drift direction with transverse residual dynamics. Using uncentered, row-normalized trajectory PCA, we show that a single direction captures a large fraction of cumulative parameter movement early in training, while remaining components encode oscillatory behavior in auxiliary probe performance. Instantaneous gradients exhibit little alignment with this dominant dir Source: arxiv.org
Defence stocks across the board were firm even as the rest of the market struggled with weak sentiment linked to rising crude prices and the worsening conflict involving Iran and the United States. Source: www.indiatoday.in
The geopolitical landscape shifted violently on March 2, 2026, as the United States and Israel conducted a series of devastating airstrikes across Iran. Source: stockmarketwatch.com
Middle East oil producers may be able to sustain output for no more than 25 days if the Strait of Hormuz shuts completely due to regional conflict, analysts at JPMorgan Chase & Co said. In a note led by Natasha Kaneva, the analysts said storage limits would force mandatory production cuts beyond that period. Source: economictimes.indiatimes.com
A fire erupted at Ecuador's largest oil refinery, Petroecuador's Esmeraldas facility. The blaze occurred in the charge pumps of a processing unit. Operations were temporarily halted as firefighters brought the situation under control. This marks the second incident at the refinery this year. The company stated the flames were from spilled material and did not pose a spreading risk. Source: economictimes.indiatimes.com
Elevate your workflow with the Quirky Series - Tropical Animals Vol 2 asset from Omabuarts Studio. Find this & other Animals options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the Quirky Series - Tropical Animals Vol 1 asset from Omabuarts Studio. Find this & other Animals options on the Unity Asset Store. Source: assetstore.unity.com
Without a shift toward algorithmic originality and fundamental research, Pakistan risks remaining a fast follower rather than a leader. Source: www.dawn.com
Skies over southern Europe, the central United States and parts of Asia glowed with the Northern and Southern Lights, and for a short time, even India joined that list. But behind the beauty lay disruption. Source: www.indiatoday.in
Elevate your workflow with the British Mark IV Male Tank asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store. Source: assetstore.unity.com
Indian markets ended sharply lower on Friday. Investors now face a packed calendar of global and domestic triggers. The Iran-Israel conflict could escalate, impacting markets. US markets also closed lower. Crude oil prices surged, potentially affecting inflation. FIIs sold equities, while DIIs bought. The IT sector remains under pressure. Oil marketing companies and paint/tyre firms may face headwinds. Source: economictimes.indiatimes.com
Imagine waking up one ordinary Saturday morning, grabbing your phone to check the news or message your family, only to find that the entire internet in your Source: commstrader.com
Missile attacks by Iran on Gulf nations have prompted Saudi Arabia and the UAE to close ranks, strengthening regional co operation despite lingering political... Source: www.dimsumdaily.hk
As a fresh Middle East conflict risks sending oil prices sharply higher, Saudi Arabia, Russia and six other key members of the OPEC+ alliance are widely expected to announce an output increase Sunday, analysts say.The virtual meeting by the eight members of the Organization of the Petroleum Exporting Countries and allied nations (OPEC+) known as the Voluntary Eight (V8) comes a day after the US and Israel launched an ongoing wave of strikes on Iran. Source: www.al-monitor.com
As news reports emerge that Iran's Supreme Leader Ayatollah Ali Khamenei has been killed, Iranians begin celebrating what they hope is the end of a brutal regime. Source: www.abc.net.au
Ethereum’s account abstraction arrives in the Hegota fork, enabling smart accounts, flexible gas payments, and privacy upgrades within a year. Source: cointelegraph.com
VOA Persian service reportedly continues broadcasting inside Iran despite regime communication restrictions, covering Operation Epic Fury and Supreme Leader Ali Khamenei's death. Source: www.foxnews.com
Iran's internet connectivity flatlined at 1 after strikes on a Tehran regime compound, marking one of the world's rare wartime national blackouts according to global internet monitors. Source: www.foxnews.com
9to5Mac Security Bite is exclusively brought to you by Mosyle, the only Apple Unified Platform. Making Apple devices work-ready and enterprise-safe is... Source: 9to5mac.com
Shimla: Himachal Pradesh deputy chief minister Mukesh Agnihotri on Saturday inaugurated the Rs 12.42 crore lift drinking water scheme for the Mata Shr. Source: timesofindia.indiatimes.com
India Business News: NEW DELHI: The military strikes on Saturday put the spotlight on the Strait of Hormuz, a critical global shipping route for India and other Asian coun. Source: timesofindia.indiatimes.com
Mubasher: Microsoft has announced new sovereign private cloud capabilities that enable governments and regulated industries to run advanced AI, productivity tools, and cloud infrastructure securely, including in fully disconnected environments. Source: english.mubasher.info
Your smart AI agent to discover all user journeys on a website. - GitHub - apexkid/web-scout-ai: Your smart AI agent to discover all user journeys on a website. Source: github.com
Heavy U.S. and Israeli airstrikes have struck the Iranian capital of Tehran and several other strategic locations across the country. The coordinated military Source: stockmarketwatch.com
Logan and Silver Sable turn up the heat while a chilling new villain crashes the Morlocks' party in Wolverine #17. Someone's getting the cold shoulder! Source: bleedingcool.com
The Pentagon is reportedly developing artificial intelligence-based tools aimed at identifying vulnerabilities in Chinese infrastructure and potentially exploiting them in a future conflict, AzerNEWS reports, citing Financial Times. Source: www.azernews.az
LINXIA, China, Feb. 28, 2026 /PRNewswire/ -- 'Equipment area infrared temperature measurement shows no abnormalities, terminal boxes and mechanism boxes are well sealed...' On February 24, substation operation and maintenance personnel of the State Grid Gansu Linxia Power Supply Company closely monitored the computer screen and completed the 'cloud patrol' of remote substations with a light click of the mouse. Source: www.manilatimes.net
The Guyana Power and Light Incorporated (GPL Inc.) technicians attached to Transmission & Distribution Zones 1 and 11 have been trained in internationally accepted tower climbing techniques. Source: kaieteurnewsonline.com
HighlightsSQM reported total revenues for the twelve months ended December 31, 2025 of US 4,576.2 million compared to total revenues of US 4,528.8 million for the same period last year.Net income for the twelve months ended December 31, 2025 of US 588.1 million or US 2.06 per share, compared to net loss of US (404.4) million or US (1.42) per share for the same period last year.In lithium: Record quarterly sales volumes amidst strong market demandStrong price environment in iodine SQM will hold Source: www.manilatimes.net
A DeKalb County jewelry store was raided on Wednesday as part of a multi-state gold bar scam probe being led by Texas investigators. Source: www.fox5atlanta.com
An American asset management company, Nuveen, said dividend income can serve as a steady complement to capital appreciation, especially during periods of market uncertainty. Source: www.insidermonkey.com
India's rapid AI integration into critical infrastructure outpaces architectural readiness, creating a coordination gap. A lack of visibility into AI stacks and inconsistent state-level oversight pose national security risks. Building deliberate assurance alongside capability is crucial for secure, accountable AI adoption at scale. Source: cio.economictimes.indiatimes.com
Discover how Bootc and OSTree are revolutionizing Linux system deployment, offering modern, efficient, and immutable management. Source: a-cup-of.coffee
Amid rising tensions between President Trump and Ottawa, US media report multiple meetings between State Department officials and Alberta separatists, as debate over a potential independence referendum resurfaces. Source: en.abna24.com
A research breakthrough in the domain of environmental remediation and nuclear waste management has emerged with the development of flexible covalent organic frameworks (COFs) that dramatically Source: bioengineer.org
Amr: Experts stressed that indiscriminate antibiotic use remains a key driver of resistance. Dr Sachin Gupta, General Secretary, ISCCM, said clinicians must carefully determine whether fever in ICU patients is truly infection-related before initiating antibiotics. Source: health.economictimes.indiatimes.com
Nagpur: A controversy over the alleged illegal sale of public utility land in a cooperative housing society in Nagpur rural led to the suspension of a. Source: timesofindia.indiatimes.com
Ahmedabad: The civic body, after a halt, will turn the tap back on for 200ml bottles of its packaged water brand, Jal. It had ceased production of thi. Source: timesofindia.indiatimes.com
Ahmedabad: New development along the Sardar Patel Ring Road corridor from Vastral to Kamod in eastern Ahmedabad is expected to increase future demand . Source: timesofindia.indiatimes.com
We're getting crushed with carfentanil, xylazine, etizolam, isotonitazene all those different new psychoactive substances which are coming out of China. Source: www.zerohedge.com
The Oscars of the Commercial Vehicle Industry celebrated its 17th edition in Mumbai, marking a historic milestone for Commercial Vehicle magazine's 20th anniversary. Tata Motors and VECV led the charge with top honours, while discussions focused on AI-driven mobility and building for the next 25 years. Source: economictimes.indiatimes.com
Get the Realistic Car Controller (Free) package from BoneCracker Games and speed up your game development process. Find this & other Physics options on the Unity Asset Store. Source: assetstore.unity.com
Kookmin University said the school has been selected for the Seoul Metropolitan Government’s Regional Innovation System & Education (RISE) program,... Source: www.koreatimes.co.kr
Some newly built U.S. data centers have sat empty and powerless for years. All they need is energy. But because these centers need so much energy, they often must wait for utilities to expand their gr. . . Source: globalrenewablenews.com
Screening mammography is high volume, time sensitive, and documentation heavy. Radiologists must translate subtle visual findings into consistent BI-RADS assessments, breast density categories, and structured narrative reports. While recent Vision Language Models (VLMs) enable image-to-text reporting, many rely on closed cloud systems or tightly coupled architectures that limit privacy, reproducibility, and adaptability. We present MammoWise, a local multi-model pipeline that transforms open sou Source: arxiv.org
Open source software development, particularly within institutions such as universities and research laboratories, is often decentralized and difficult to track. Although academic teams produce many impactful scientific tools, their projects do not always follow consistent open source practices, such as clear licensing, documentation, or community engagement. As a result, these efforts often go unrecognized due to limited visibility and institutional awareness, and the software itself can be dif Source: arxiv.org
HIghlights Greenvolt Power secures EUR 348m financing package for the construction of the 253.1 MW Ialomi a wind project in Romania. The financing was structured alongside a group of lead. . . Source: globalrenewablenews.com
Audio-driven portrait animation aims to synthesize realistic and natural talking head videos from an input audio signal and a single reference image. While existing methods achieve high-quality results by leveraging high-dimensional intermediate representations and explicitly modeling motion dynamics, their computational complexity renders them unsuitable for real-time deployment. Real-time inference imposes stringent latency and memory constraints, often necessitating the use of highly compress Source: arxiv.org
Generating realistic conversational gestures are essential for achieving natural, socially engaging interactions with digital humans. However, existing methods typically map a single audio stream to a single speaker's motion, without considering social context or modeling the mutual dynamics between two people engaging in conversation. We present DyaDiT, a multi-modal diffusion transformer that generates contextually appropriate human motion from dyadic audio signals. Trained on Seamless Interac Source: arxiv.org
Transformer attention is typically implemented using softmax normalization, which enforces attention weights with unit sum normalization. While effective in many settings, this constraint can limit flexibility in controlling attention magnitudes and may contribute to overly concentrated or unstable attention patterns during training. Prior work has explored modifications such as attention sinks or gating mechanisms, but these approaches provide only limited or indirect control over attention rew Source: arxiv.org
Emerging applications such as autonomous driving and industrial automation demand ultra-reliable and low-latency communication (URLLC), where maintaining fresh and timely information is critical. A key performance metric in such systems is the age of information (AoI). This paper addresses AoI minimization in a multi-user uplink wireless network using non-orthogonal multiple access (NOMA), where users offload tasks to a base station. The system must handle user heterogeneity in task sizes, AoI t Source: arxiv.org
Table Question Answering (TQA) aims to answer natural language questions over structured tables. Large Language Models (LLMs) enable promising solutions to this problem, with operator-centric solutions that generate table manipulation pipelines in a multi-step manner offering state-of-the-art performance. However, these solutions rely on multiple LLM calls, resulting in prohibitive latencies and computational costs. We propose Operation-R1, the first framework that trains lightweight LLMs (e.g Source: arxiv.org
Training divergence in transformers wastes compute, yet practitioners discover instability only after expensive runs begin. They therefore need an expected probability of failure for a transformer before training starts. Our study of Residual Koopman Spectral Profiling (RKSP) provides such an estimate. From a single forward pass at initialization, RKSP extracts Koopman spectral features by applying whitened dynamic mode decomposition to layer-wise residual snapshots. Our central diagnostic, the Source: arxiv.org
The digital transformation of power systems is accelerating the adoption of IEC 61850 standard. However, its communication protocols, including Sampled Values (SV), lack built-in security features such as authentication and encryption, making them vulnerable to malicious packet injection. Such cyber attacks can delay fault clearance or trigger unintended circuit breaker operations. While most existing research focuses on detecting cyber attacks in digital substations, intrusion prevention system Source: arxiv.org
Single-cell foundation models such as scGPT learn high-dimensional gene representations, but what biological knowledge these representations encode remains unclear. We systematically decode the geometric structure of scGPT internal representations through 63 iterations of automated hypothesis screening (183 hypotheses tested), revealing that the model organizes genes into a structured biological coordinate system rather than an opaque feature space. The dominant spectral axis separates genes b Source: arxiv.org
Brussels is prepared to embrace new actors in Europe’s energy market as the European Commission has given the green light for Azerbaijan’s state energy giant SOCAR to acquire Italiana Petroli, one of Italy’s largest integrated downstream energy platforms. The approval covers a 99.82 stake in the company, in a deal first signed in September 2025 but only recently cleared by EU regulators as having no competitive concerns. Source: www.azernews.az
As many focus on the world’s largest island, Greenland, and President Trump’s aggressive efforts to acquire it, another strategic Arctic island, nearby Svalbard, may be an even more likely future point of contention and conflict. Source: www.zerohedge.com
Australia's RV industry has really grabbed hold of the all-American art of teardropping and fired it off to new levels of Outback-prepped dominance. The all-new 2026 Escape Pod that Goldfields Campers & Caravans introduced this month is just the latest piece of evidence, bringing together a Source: newatlas.com
Greenpeace is fighting for its life in North Dakota’s court system, where a judge has decided to order the environmental group to pay an expected 345 million to an energy company whose Dakota Access oil pipeline construction drew protests nearly a decade ago. A jury last year found three Greenpeace entities liable for numerous claims and awarded more [ ] Source: www.theyeshivaworld.com
Hungary’s Foreign Affairs and Trade Minister Peter Szijjarto believes that Kiev wants to create an emergency situation in Hungary in the run-up to the elections Source: tass.com
Hungary is deploying troops to protect its nation against Ukraine’s oil blockade. The war in Ukraine has mutated into something far larger and far more Source: www.armstrongeconomics.com
This paper presents and evaluates an optimized cascaded Nepali speech-to-English text translation (S2TT) system, focusing on mitigating structural noise introduced by Automatic Speech Recognition (ASR). We first establish highly proficient ASR and NMT components: a Wav2Vec2-XLS-R-300m model achieved a state-of-the-art 2.72 CER on OpenSLR-54, and a multi-stage fine-tuned MarianMT model reached a 28.32 BLEU score on the FLORES-200 benchmark. We empirically investigate the influence of punctuation Source: arxiv.org
The Colorado Energy Office (CEO) announced 7.2 million in grants Wednesday to support cost-effective emission reductions across Colorado's large buildings. These awards, issued through the Large . . . Source: globalrenewablenews.com
The reliability of multilingual Large Language Model (LLM) evaluation is currently compromised by the inconsistent quality of translated benchmarks. Existing resources often suffer from semantic drift and context loss, which can lead to misleading performance metrics. In this work, we present a fully automated framework designed to address these challenges by enabling scalable, high-quality translation of datasets and benchmarks. We demonstrate that adapting test-time compute scaling strategies, Source: arxiv.org
Attention-based neural networks such as transformers have revolutionized various fields such as natural language processing, genomics, and vision. Here, we demonstrate the use of transformers for quantum feedback control through both a supervised and reinforcement learning approach. In particular, due to the transformer's ability to capture long-range temporal correlations and training efficiency, we show that it can surpass some of the limitations of previous control approaches, e.g. those base Source: arxiv.org
Many people who go through traumatic childhood experiences don’t realize it until they get older. And once they do, it becomes a harsh and sobering reality they must live with. These people on Reddit would know, and they’ve shared the moments when they realized that what they went through as children was something no one should ever endure. . Curiosities Source: www.boredpanda.com
Circa Survive have announced their return following a brief social media blackout earlier this week. The post-hardcore outfit offered little fanfare with the re... Source: lambgoat.com
Pune: The National Highways Authority of India (NHAI) is set to deliberate on expansion of the 90km stretch of the Mumbai Nashik highway from Vadpe ne. Source: timesofindia.indiatimes.com
Nagpur: Residents of Ashtavinayak Alankar Society in Godhani are battling foul odour and mounting health concerns after a sewer line reportedly burst . Source: timesofindia.indiatimes.com
Kanye West trial testimony begins with worker saying the music mogul would wake him up in the middle of night at the Malibu mansion being demolished. Source: www.rollingstone.com
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