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Helix: A Unified Programmable Accelerator for Diverse Krylov Subspace Solvers https://ax-news.com/?article=218215664 AX-NEWS en 2026-10-16T04:00:00+00:00 PSA: A Pruning-Friendly Sparse-Aware Accelerator for Efficient Sparse Convolution in SNNs https://ax-news.com/?article=218215188 AX-NEWS en 2026-10-16T04:00:00+00:00 Harnessing MPI mutations for AI error detection https://ax-news.com/?article=218215196 AX-NEWS en 2026-10-16T04:00:00+00:00 Asynchronous Indulgent Gathering of Opaque Robots https://ax-news.com/?article=218215221 AX-NEWS en 2026-10-16T04:00:00+00:00 A constructive solution to the $n$-representability problem https://ax-news.com/?article=218215228 AX-NEWS en 2026-10-16T04:00:00+00:00 Perfect and peak state transfer on IBM quantum hardware https://ax-news.com/?article=218215229 AX-NEWS en 2026-10-16T04:00:00+00:00 A tutorial on quantum scattering theory and coupled-channel calculations of bimolecular collisions https://ax-news.com/?article=218215238 AX-NEWS en 2026-10-16T04:00:00+00:00 When do quantum views help? Complementary classical-quantum representations in multi-view fusion https://ax-news.com/?article=218215239 AX-NEWS en 2026-10-16T04:00:00+00:00 Parallel Repetition for Entangled Games via Conditional Relative Entropy https://ax-news.com/?article=218215246 AX-NEWS en 2026-10-16T04:00:00+00:00 Finite-Frequency Boson-Number Bounds Across the Quantum Rabi Transition https://ax-news.com/?article=218215248 AX-NEWS en 2026-10-16T04:00:00+00:00 Time-optimal robust quantum control for partially known errors https://ax-news.com/?article=218215254 AX-NEWS en 2026-10-16T04:00:00+00:00 Remote Gottesman-Kitaev-Preskill Entanglement Generation between Trapped Ions https://ax-news.com/?article=218215264 AX-NEWS en 2026-10-16T04:00:00+00:00 Opinion bubbles in the quantum Buridan's ass problem https://ax-news.com/?article=218215265 AX-NEWS en 2026-10-16T04:00:00+00:00 Synergistic charging of a quantum battery via Dzyaloshinskii-Moriya interaction and non-Markovian noise https://ax-news.com/?article=218215267 AX-NEWS en 2026-10-16T04:00:00+00:00 Quantum control of solid state qubits via Reinforcement Learning https://ax-news.com/?article=218215268 AX-NEWS en 2026-10-16T04:00:00+00:00 Thermal activation of photon catalysis in difference-intensity Mach-Zehnder interferometry with squeezed thermal light https://ax-news.com/?article=218215270 AX-NEWS en 2026-10-16T04:00:00+00:00 Energetic channels in finite many-body quantum charging https://ax-news.com/?article=218215273 AX-NEWS en 2026-10-16T04:00:00+00:00 Operational Limits of Gravity-Mediated Entanglement https://ax-news.com/?article=218215274 AX-NEWS en 2026-10-16T04:00:00+00:00 Patchwork: automated lattice surgery and space-time partitioning for real-time decoding https://ax-news.com/?article=218215280 AX-NEWS en 2026-10-16T04:00:00+00:00 Constrained dissipation and the lifetime of quantum many-body scars https://ax-news.com/?article=218215290 AX-NEWS en 2026-10-16T04:00:00+00:00 Long-lived local coherences at high temperature from frozen domain walls https://ax-news.com/?article=218215303 AX-NEWS en 2026-10-16T04:00:00+00:00 Diffusion Language Models as Open Quantum Systems https://ax-news.com/?article=218215306 AX-NEWS en 2026-10-16T04:00:00+00:00 Probing Deconfined Quantum Criticality Point on a Digital Quantum Computer https://ax-news.com/?article=218215319 AX-NEWS en 2026-10-16T04:00:00+00:00 Heisenberg-limited metrology from the quantum-quench dynamics of an anisotropic ferromagnet https://ax-news.com/?article=218216539 AX-NEWS en 2026-10-16T04:00:00+00:00 A Model Ensemble-Based Post-Processing Framework for Fairness-Aware Prediction https://ax-news.com/?article=218215325 AX-NEWS en 2026-10-16T04:00:00+00:00 Time-Rescaled STIRAP Enables Compact Cascaded Frequency Conversion https://ax-news.com/?article=218215327 AX-NEWS en 2026-10-16T04:00:00+00:00 Implementation of non-local arbitrary two-qubit controlled gates via geometric quantum computation with Rydberg anti-blockade https://ax-news.com/?article=218215338 AX-NEWS en 2026-10-16T04:00:00+00:00 Phase Retrievability of Super Operators and Measurements https://ax-news.com/?article=218215361 AX-NEWS en 2026-10-16T04:00:00+00:00 Is a covariant virtual tachyon viable? https://ax-news.com/?article=218215363 AX-NEWS en 2026-10-16T04:00:00+00:00 Double-weak-link interferometer of hard-core bosons in one dimension https://ax-news.com/?article=218215365 AX-NEWS en 2026-10-16T04:00:00+00:00 A closed system setting for quantum thermalisation in free fermions https://ax-news.com/?article=218215366 AX-NEWS en 2026-10-16T04:00:00+00:00 Quantum models with the Yang-Lee phase transition https://ax-news.com/?article=218215370 AX-NEWS en 2026-10-16T04:00:00+00:00 Causal Analysis of Robot Foundation Models Enables Efficiency Gains https://ax-news.com/?article=218215385 AX-NEWS en 2026-10-16T04:00:00+00:00 Line-Augmented cuVSLAM: Robust Visual Odometry in Low-Texture Environments https://ax-news.com/?article=218215411 AX-NEWS en 2026-10-16T04:00:00+00:00 A 2D Image Feedback-Based Autonomous Endovascular Navigation Method: A Perception and Control Framework https://ax-news.com/?article=218215448 AX-NEWS en 2026-10-16T04:00:00+00:00 Safe and Fuel-Efficient Motion Planning for Lunar Propulsive Drones https://ax-news.com/?article=218215449 AX-NEWS en 2026-10-16T04:00:00+00:00 Asking Smarter Questions: Targeted Active Preference Learning for Underspecified Rewards https://ax-news.com/?article=218215461 AX-NEWS en 2026-10-16T04:00:00+00:00 Robotic-supported Data Loss Detection in Android Applications https://ax-news.com/?article=218215464 AX-NEWS en 2026-10-16T04:00:00+00:00 RoPE-Flow: Monocular Vision-based Robot Pose Estimation via 2D Graph-Conditioned 3D Flow Matching https://ax-news.com/?article=218215486 AX-NEWS en 2026-10-16T04:00:00+00:00 PathPainter: Transferring the Generalization Ability of Image Generation Models to Embodied Navigation https://ax-news.com/?article=218215488 AX-NEWS en 2026-10-16T04:00:00+00:00 Geometry-Aware Control Barrier Functions for Collision Avoidance via Bernstein Polynomial Approximations https://ax-news.com/?article=218215495 AX-NEWS en 2026-10-16T04:00:00+00:00 Exploring the Intrinsic Geometry of Diffusion Models with Constrained Inverse Kinematics https://ax-news.com/?article=218215507 AX-NEWS en 2026-10-16T04:00:00+00:00 UniWAM: Unified World-Action Model https://ax-news.com/?article=218215511 AX-NEWS en 2026-10-16T04:00:00+00:00 DexMimic: A Generalist Dexterous Hand-Object Tracking Policy via Value-Guided Reset Allocation https://ax-news.com/?article=218215512 AX-NEWS en 2026-10-16T04:00:00+00:00 GS-PRM: Gaussian Visual Roadmap for Image-Goal Navigation https://ax-news.com/?article=218215516 AX-NEWS en 2026-10-16T04:00:00+00:00 Asynchronous Indulgent Gathering of Opaque Robots https://ax-news.com/?article=218215519 AX-NEWS en 2026-10-16T04:00:00+00:00 Normalization by Evaluation with Substitutions as Operations https://ax-news.com/?article=218215524 AX-NEWS en 2026-10-16T04:00:00+00:00 Fixed-Point Scaffolding in the Clef Programming Language https://ax-news.com/?article=218215533 AX-NEWS en 2026-10-16T04:00:00+00:00 DataKernelBench: Can LLMs Optimize Database Queries on GPUs? https://ax-news.com/?article=218215548 AX-NEWS en 2026-10-16T04:00:00+00:00 Benchmarking and Enhancing Design-Aware Code Review in the Linux Kernel https://ax-news.com/?article=218215550 AX-NEWS en 2026-10-16T04:00:00+00:00 WEAVE: Weaving Real-World Code Evolution into Dependency-Structured Tasks for Benchmarking and Training Code Agents https://ax-news.com/?article=218215551 AX-NEWS en 2026-10-16T04:00:00+00:00 Are We Testing the Wrong Quantum Bugs? A Study of Fault Representation Gaps in Quantum Software Testing https://ax-news.com/?article=218215553 AX-NEWS en 2026-10-16T04:00:00+00:00 Where the SRAM Goes: Per-Symbol Attribution of Static Memory in FreeRTOS-C and Embassy-Rust IoT Firmware on a 64 KB RISC-V Microcontroller https://ax-news.com/?article=218215555 AX-NEWS en 2026-10-16T04:00:00+00:00 Combining LLM and Dynamic Analysis for Universal Testing of Static Application Security Testing Tools https://ax-news.com/?article=218215556 AX-NEWS en 2026-10-16T04:00:00+00:00 Evaluating and Improving Static Application Security Testing Tools for Rust https://ax-news.com/?article=218215572 AX-NEWS en 2026-10-16T04:00:00+00:00 The Code of Theseus: Can Agents Rebuild Software from Recovered Design Documents? https://ax-news.com/?article=218215580 AX-NEWS en 2026-10-16T04:00:00+00:00 ParanoiaEval: Benchmarking Unnecessary Defensive Work in Agentic Coding https://ax-news.com/?article=218215582 AX-NEWS en 2026-10-16T04:00:00+00:00 ReTerm: Recovery Training for Self-Improving Terminal Agents https://ax-news.com/?article=218215585 AX-NEWS en 2026-10-16T04:00:00+00:00 Empirical Evaluation of Machine Learning for Cloud Cryptojacking Detection: Effects of Preprocessing and Evaluation Protocols https://ax-news.com/?article=218215600 AX-NEWS en 2026-10-16T04:00:00+00:00 NOMAI: Scalable Federated Learning with Private Weights https://ax-news.com/?article=218215604 AX-NEWS en 2026-10-16T04:00:00+00:00 ExecWeave: Cross-Layer Execution Provenance for Observable Agentic Software https://ax-news.com/?article=218215609 AX-NEWS en 2026-10-16T04:00:00+00:00 From One Query to Many: A Critical Survey of Privacy Accounting in RAG https://ax-news.com/?article=218215628 AX-NEWS en 2026-10-16T04:00:00+00:00 SHIP: Structured and Hierarchical Insight with Privacy https://ax-news.com/?article=218215646 AX-NEWS en 2026-10-16T04:00:00+00:00 On the Privacy of LLMs: An Ablation Study https://ax-news.com/?article=218215649 AX-NEWS en 2026-10-16T04:00:00+00:00 Words Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detection https://ax-news.com/?article=218215660 AX-NEWS en 2026-10-16T04:00:00+00:00 Limitations on Autoregressive Token Generation via Sequential Sampling https://ax-news.com/?article=218215677 AX-NEWS en 2026-10-16T04:00:00+00:00 An Emerging NVM-Based On-Chip Training Architecture with Non-Ideality Mitigation Through Bipolar Weight Distributions https://ax-news.com/?article=218215700 AX-NEWS en 2026-10-16T04:00:00+00:00 Audio-Visual Dog Identification and Tracking in Real-World Videos https://ax-news.com/?article=218215702 AX-NEWS en 2026-10-16T04:00:00+00:00 RoboCloth: A Large-Scale Real Cloth Material Dataset for Neural Reflectance Reconstruction https://ax-news.com/?article=218215703 AX-NEWS en 2026-10-16T04:00:00+00:00 Can World and Action Modeling Benefit Each Other under Unified Causal Training? https://ax-news.com/?article=218215707 AX-NEWS en 2026-10-16T04:00:00+00:00 ControlFlow3D: Distilling Multi-View Knowledge into Latent Flow Matching for Point Cloud Upsampling https://ax-news.com/?article=218215713 AX-NEWS en 2026-10-16T04:00:00+00:00 Do VLAs Really Follow Instructions? Diagnosing How-Level Instruction Following in Vision-Language-Action Models https://ax-news.com/?article=218215720 AX-NEWS en 2026-10-16T04:00:00+00:00 ZoomCap: Evidence-Routed Visual Zooming for Recoverable Visual Information Transfer https://ax-news.com/?article=218215722 AX-NEWS en 2026-10-16T04:00:00+00:00 AdaLoop: Thinking with the Vision Encoder https://ax-news.com/?article=218215730 AX-NEWS en 2026-10-16T04:00:00+00:00 CLAD: Keypoint Matching Using Global Line Correspondences https://ax-news.com/?article=218215741 AX-NEWS en 2026-10-16T04:00:00+00:00 MYOPIA: Understanding the Limits of Tree-Based Reasoning in Vision-Language Models https://ax-news.com/?article=218215747 AX-NEWS en 2026-10-16T04:00:00+00:00 SCMerge: Spatial-Consistency-Aware Token Pair Merging for Efficient Semantic Segmentation https://ax-news.com/?article=218215749 AX-NEWS en 2026-10-16T04:00:00+00:00 FusionAudit: Pathway-Conditioned Robustness Auditing for Native Multimodal Models https://ax-news.com/?article=218215758 AX-NEWS en 2026-10-16T04:00:00+00:00 DINO-FIL: Multi-Layer Transformer Fusion for Generative Inpainting Forgery Localization https://ax-news.com/?article=218215761 AX-NEWS en 2026-10-16T04:00:00+00:00 MedPAO-VL: Interpretable and Protocol-Compliant Agent for Structured Radiology Report Generation https://ax-news.com/?article=218215768 AX-NEWS en 2026-10-16T04:00:00+00:00 SurgStreamer: proactive, request-driven monitoring of surgical video streams with structured state and a reusable reasoning layer https://ax-news.com/?article=218215776 AX-NEWS en 2026-10-16T04:00:00+00:00 FeaTok: Feature-Loss Tokenization for Image Generation https://ax-news.com/?article=218215783 AX-NEWS en 2026-10-16T04:00:00+00:00 Motion- and Gravity-Aware Feedforward 3D Reconstruction https://ax-news.com/?article=218215784 AX-NEWS en 2026-10-16T04:00:00+00:00 LAMP: Layerwise Adaptive Mixing of Predictors for Training-Free Few-Shot Vision-Language Adaptation https://ax-news.com/?article=218215785 AX-NEWS en 2026-10-16T04:00:00+00:00 EVA-Cap: Optimizing Audiovisual Video Captioning via Event-Centric Alignment https://ax-news.com/?article=218215794 AX-NEWS en 2026-10-16T04:00:00+00:00 SCOPE: Semantic Bounded Credit Optimization for Prompt Engineering in Text-to-image Generation https://ax-news.com/?article=218215805 AX-NEWS en 2026-10-16T04:00:00+00:00 ACEdit: Stable Multi-Turn Image Editing via Asymmetric Conditioning https://ax-news.com/?article=218215816 AX-NEWS en 2026-10-16T04:00:00+00:00 Complementary Future Token Pruning for World Action Models https://ax-news.com/?article=218215818 AX-NEWS en 2026-10-16T04:00:00+00:00 MeddeX: A Retrieval-Augmented LLaMA-3 System with Gemini Vision for Evidence-Backed Medical Report Analysis https://ax-news.com/?article=218215833 AX-NEWS en 2026-10-16T04:00:00+00:00 X-Fly: Learning to Reach and Stop in Full-Chunk Aerial Vision-Language Navigation https://ax-news.com/?article=218215838 AX-NEWS en 2026-10-16T04:00:00+00:00 From Sketch to Scene: Relightable Garment Reconstruction from Marked Sketches https://ax-news.com/?article=218215842 AX-NEWS en 2026-10-16T04:00:00+00:00 REKI: Registering Knowledge in VLAs https://ax-news.com/?article=218215844 AX-NEWS en 2026-10-16T04:00:00+00:00 Denoising Textures is a Different Ballgame Altogether! https://ax-news.com/?article=218215847 AX-NEWS en 2026-10-16T04:00:00+00:00 Text-to-Image Synthesis: A Decade Survey https://ax-news.com/?article=218215860 AX-NEWS en 2026-10-16T04:00:00+00:00 Spectrum Matching: a Unified Perspective for Superior Diffusability in Latent Diffusion https://ax-news.com/?article=218215864 AX-NEWS en 2026-10-16T04:00:00+00:00 InverFill: One-Step Inversion for Enhanced Few-Step Diffusion Inpainting https://ax-news.com/?article=218215871 AX-NEWS en 2026-10-16T04:00:00+00:00 SR-Prominence: A Crowdsourced Protocol and Dataset Suite for Perceptually-Weighted Super-Resolution Artifact Evaluation https://ax-news.com/?article=218215869 AX-NEWS en 2026-10-16T04:00:00+00:00 EmbodiedMidtrain: Bridging the Gap between Vision-Language Models and Vision-Language-Action Models via Mid-training https://ax-news.com/?article=218215873 AX-NEWS en 2026-10-16T04:00:00+00:00 EPIC-Bench: A Perception-Centric Benchmark for Fine-Grained Embodied Visual Grounding in Vision-Language Models https://ax-news.com/?article=218215874 AX-NEWS en 2026-10-16T04:00:00+00:00 Dynamic Video Generation: Shaping Video Generation Across Time and Space https://ax-news.com/?article=218215876 AX-NEWS en 2026-10-16T04:00:00+00:00 Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events https://ax-news.com/?article=218215878 AX-NEWS en 2026-10-16T04:00:00+00:00 MIRAGE: Stealthy Visual Prompt Injection for Vulnerability Detection in Web Agents https://ax-news.com/?article=218215882 AX-NEWS en 2026-10-16T04:00:00+00:00 FADRA: Frequency-Aware Diffusion with Residual Adaptation for Video Face Restoration https://ax-news.com/?article=218215887 AX-NEWS en 2026-10-16T04:00:00+00:00 LightMedSeg-ISLES: Stroke Lesion Segmentation with 81x Fewer Parameters than nnU-Net https://ax-news.com/?article=218215904 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Sparse Captions: Aligning Slide-Level Text and Patch-Level Vision in Pathology https://ax-news.com/?article=218215923 AX-NEWS en 2026-10-16T04:00:00+00:00 KoViDoRe: A Benchmark for Korean Visual Document Retrieval https://ax-news.com/?article=218215922 AX-NEWS en 2026-10-16T04:00:00+00:00 RoboAtlas: Contextual Active SLAM https://ax-news.com/?article=218215927 AX-NEWS en 2026-10-16T04:00:00+00:00 ProTracer: Proprioception-Guided Failure Diagnosis in Robot Manipulation https://ax-news.com/?article=218215931 AX-NEWS en 2026-10-16T04:00:00+00:00 Video-Time Priors for EEG-fNIRS Emotion Regression on Familiar Videos https://ax-news.com/?article=218215961 AX-NEWS en 2026-10-16T04:00:00+00:00 Multimodal AI Detection for Math-Heavy Scientific Text https://ax-news.com/?article=218215969 AX-NEWS en 2026-10-16T04:00:00+00:00 Automatic Sentence Completion Using Bengali Audio Speech with a Transformer-Based Early Speech Recognition System https://ax-news.com/?article=218215973 AX-NEWS en 2026-10-16T04:00:00+00:00 What Should We Remove? Evaluating the Reliability and Costs of RLVR Data Decontamination https://ax-news.com/?article=218215988 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Invariance: Factor-wise Selective Treatment of Shifts for Multimodal Learning https://ax-news.com/?article=218215989 AX-NEWS en 2026-10-16T04:00:00+00:00 Identifying Effective Strategies in Prompt Evolution for Stress and Emotion Prediction https://ax-news.com/?article=218215995 AX-NEWS en 2026-10-16T04:00:00+00:00 OPRD: On-Policy Reminder Distillation for Long-Horizon Coding Agents https://ax-news.com/?article=218216005 AX-NEWS en 2026-10-16T04:00:00+00:00 SceneWeave: Audience-Guided Scene Exploration for Dramatic Adaptation https://ax-news.com/?article=218216007 AX-NEWS en 2026-10-16T04:00:00+00:00 Bias Mitigation in Audio-Enabled LLMs through Adversarial Training and Distillation Methods https://ax-news.com/?article=218216009 AX-NEWS en 2026-10-16T04:00:00+00:00 Behavioral Forgetting Is Not Privacy in Machine Unlearning https://ax-news.com/?article=218216015 AX-NEWS en 2026-10-16T04:00:00+00:00 Name-Bias in Large Language Models https://ax-news.com/?article=218216022 AX-NEWS en 2026-10-16T04:00:00+00:00 Intern-Decision: Efficient Multimodal Decision Making with Autoregressive Masked Language Modeling https://ax-news.com/?article=218216029 AX-NEWS en 2026-10-16T04:00:00+00:00 Hy-Memory-30B-A3B: Attributed Reinforcement Learning for Long-Term Memory Writing https://ax-news.com/?article=218216035 AX-NEWS en 2026-10-16T04:00:00+00:00 Grid-Bench: Can LLMs Predict How Discrete Worlds Change? https://ax-news.com/?article=218216055 AX-NEWS en 2026-10-16T04:00:00+00:00 LEV: Thinking Fast and Deep with Looped Decision Models https://ax-news.com/?article=218216070 AX-NEWS en 2026-10-16T04:00:00+00:00 Behavioral Compositionality of Sparse Autoencoder Representations https://ax-news.com/?article=218216078 AX-NEWS en 2026-10-16T04:00:00+00:00 Ranking and Partitioning of Attention Heads for Sparse and Continual Reinforcement Learning Fine-tuning https://ax-news.com/?article=218216112 AX-NEWS en 2026-10-16T04:00:00+00:00 LLMR: Knowledge Distillation with a Large Language Model-Induced Reward https://ax-news.com/?article=218216116 AX-NEWS en 2026-10-16T04:00:00+00:00 Large Language Models Naively Recover Ethnicity from Individual Records https://ax-news.com/?article=218216118 AX-NEWS en 2026-10-16T04:00:00+00:00 MoCo: A One-Stop Shop for Model Collaboration Research https://ax-news.com/?article=218216137 AX-NEWS en 2026-10-16T04:00:00+00:00 Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift https://ax-news.com/?article=218216156 AX-NEWS en 2026-10-16T04:00:00+00:00 Brain-to-Language Decoding: Tasks, Signals, Methods, Evaluation, Practical Use and Beyond https://ax-news.com/?article=218216165 AX-NEWS en 2026-10-16T04:00:00+00:00 A Bethe-Ansatz Source of Early Token Correlations: A marginal-preserving construction for parallel proposals https://ax-news.com/?article=218216169 AX-NEWS en 2026-10-16T04:00:00+00:00 RouteWeaver: Weaving Mode Selection and Execution into Unified LLM Routing https://ax-news.com/?article=218216164 AX-NEWS en 2026-10-16T04:00:00+00:00 Where Is the "Self" of a Large Language Model? -- From Self-Index to Self-Reference https://ax-news.com/?article=218216170 AX-NEWS en 2026-10-16T04:00:00+00:00 JetSpec++: Foresight Parallel Drafting with Self Refinements https://ax-news.com/?article=218216172 AX-NEWS en 2026-10-16T04:00:00+00:00 Anuvani-Diarization: Zero Shot Speaker Diarization and Annotation Conventions Across 22 Languages https://ax-news.com/?article=218216176 AX-NEWS en 2026-10-16T04:00:00+00:00 Enhancing Knowledge Density via Hierarchical Context Pruning for Retrieval-Augmented Repository-Level Code Completion https://ax-news.com/?article=218216175 AX-NEWS en 2026-10-16T04:00:00+00:00 AI Scientists for Building Virtual-Cell Models https://ax-news.com/?article=218216177 AX-NEWS en 2026-10-16T04:00:00+00:00 How Do LLM-Generated Texts Impact Term-Based Retrieval Models? https://ax-news.com/?article=218216190 AX-NEWS en 2026-10-16T04:00:00+00:00 Multi-Agent Transactive Memory https://ax-news.com/?article=218216215 AX-NEWS en 2026-10-16T04:00:00+00:00 Interpreting Language Model Parameters https://ax-news.com/?article=218216233 AX-NEWS en 2026-10-16T04:00:00+00:00 Sign Betting for Misspecified Regression: Variance Adaptivity and Optimal Approximation https://ax-news.com/?article=218216235 AX-NEWS en 2026-10-16T04:00:00+00:00 Replicable Dueling Bandits https://ax-news.com/?article=218216245 AX-NEWS en 2026-10-16T04:00:00+00:00 StochLOB: Heavy-Tailed Score Matching for Robust Limit Order Book Trend Prediction https://ax-news.com/?article=218216265 AX-NEWS en 2026-10-16T04:00:00+00:00 Regret Lower Bound for Online Learning of Quantum States with Logarithmic Loss, with Applications to Quantum State Tomography and Confidence Sequences for Matrix Means https://ax-news.com/?article=218216272 AX-NEWS en 2026-10-16T04:00:00+00:00 Does On-Policy Distillation Need to Complete Every Rollout? https://ax-news.com/?article=218216280 AX-NEWS en 2026-10-16T04:00:00+00:00 Multi-Reward Hacking: From Aggregation-Induced Drift to Trust-Anchored Defense https://ax-news.com/?article=218216289 AX-NEWS en 2026-10-16T04:00:00+00:00 Finite-Time Guarantees for Constrained Reinforcement Learning under Partial Observability https://ax-news.com/?article=218216320 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning Lean Feedback for Efficient Proof-Candidate Evaluation on GPUs https://ax-news.com/?article=218216335 AX-NEWS en 2026-10-16T04:00:00+00:00 Augment the Cache, Replace the Activation: A 2x2 Study of Internal-State Sharing https://ax-news.com/?article=218216341 AX-NEWS en 2026-10-16T04:00:00+00:00 Can AI Forecast the Extremes? Evaluating Probabilistic Weather Models on Tropical Cyclones https://ax-news.com/?article=218216353 AX-NEWS en 2026-10-16T04:00:00+00:00 Explore Once, Evaluate Many: Multiple Policy Evaluation for Stochastic Linear Bandits https://ax-news.com/?article=218216355 AX-NEWS en 2026-10-16T04:00:00+00:00 Topology-Inspired Fine-Tuning for Wind-Field Super-Resolution https://ax-news.com/?article=218216360 AX-NEWS en 2026-10-16T04:00:00+00:00 Towards Continual Learning: Mitigating Forgetting With Subspace Tuning https://ax-news.com/?article=218216365 AX-NEWS en 2026-10-16T04:00:00+00:00 Rethinking Routing Exploration in Modern Mixture-of-Experts https://ax-news.com/?article=218216364 AX-NEWS en 2026-10-16T04:00:00+00:00 Lean Graph Search for Formal Theorem Proving https://ax-news.com/?article=218216388 AX-NEWS en 2026-10-16T04:00:00+00:00 Verdict: Encode Once, Decide Many https://ax-news.com/?article=218216393 AX-NEWS en 2026-10-16T04:00:00+00:00 Confidence-Calibrated Inference Expansion for Evaluator-Guided Test-Time Reasoning https://ax-news.com/?article=218216404 AX-NEWS en 2026-10-16T04:00:00+00:00 Stochastic Gradient Descent: A Nonlinear Time Series Perspective https://ax-news.com/?article=218216409 AX-NEWS en 2026-10-16T04:00:00+00:00 LEV: Thinking Fast and Deep with Looped Decision Models https://ax-news.com/?article=218216411 AX-NEWS en 2026-10-16T04:00:00+00:00 MIDI-REPA: Improving Text-to-Music Generation with Symbolic Representation Alignment https://ax-news.com/?article=218216418 AX-NEWS en 2026-10-16T04:00:00+00:00 Acceleration and its Limits in Gaussian Variational Inference https://ax-news.com/?article=218216433 AX-NEWS en 2026-10-16T04:00:00+00:00 Mine, Sample, Render: Test-Time Diversity Alignment Of Generative Models https://ax-news.com/?article=218216465 AX-NEWS en 2026-10-16T04:00:00+00:00 The Delegation Dilemma: Economies of Scale, Accountability, and Polycentric Governance https://ax-news.com/?article=218216466 AX-NEWS en 2026-10-16T04:00:00+00:00 DeciCAD: Harness-Grounded Learning of Action Policies for CAD Agents https://ax-news.com/?article=218216508 AX-NEWS en 2026-10-16T04:00:00+00:00 Pairwise Difference Learning for Classification https://ax-news.com/?article=218216515 AX-NEWS en 2026-10-16T04:00:00+00:00 HERO: Preserving Structure and Semantics in Heterogeneous Continual Graph Learning https://ax-news.com/?article=218216514 AX-NEWS en 2026-10-16T04:00:00+00:00 Parallel Layer Normalization for Universal Approximation https://ax-news.com/?article=218216518 AX-NEWS en 2026-10-16T04:00:00+00:00 AI Scientists for Building Virtual-Cell Models https://ax-news.com/?article=218216522 AX-NEWS en 2026-10-16T04:00:00+00:00 Graph Homomorphism Distortion: A structural (pseudo)-metric for attributed graphs https://ax-news.com/?article=218216523 AX-NEWS en 2026-10-16T04:00:00+00:00 SUPN: Shallow Universal Polynomial Networks for Efficient Function Approximation https://ax-news.com/?article=218216531 AX-NEWS en 2026-10-16T04:00:00+00:00 Soft Sensor for Bottom-Hole Pressure Estimation in Petroleum Wells Using Long Short-Term Memory and Transfer Learning https://ax-news.com/?article=218216538 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning Not To Interfere: Adapting Experts For Model Merging https://ax-news.com/?article=218216544 AX-NEWS en 2026-10-16T04:00:00+00:00 CRAFT: Forgetting-Aware Intervention-Based Adaptation for Continual Learning https://ax-news.com/?article=218216543 AX-NEWS en 2026-10-16T04:00:00+00:00 Do LLMs have core beliefs? https://ax-news.com/?article=218216552 AX-NEWS en 2026-10-16T04:00:00+00:00 Amortized Factor Inference Networks for Posterior Inference https://ax-news.com/?article=218216562 AX-NEWS en 2026-10-16T04:00:00+00:00 Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping https://ax-news.com/?article=218216566 AX-NEWS en 2026-10-16T04:00:00+00:00 Circuit Claims Depend on What Is Extracted and How It Is Compared https://ax-news.com/?article=218216572 AX-NEWS en 2026-10-16T04:00:00+00:00 Calibration-Preserving Pruning: Compression as a Reliability Contract https://ax-news.com/?article=218216575 AX-NEWS en 2026-10-16T04:00:00+00:00 Tail-Replay: Escaping the Curse of Linear Attention in Prefix Caching for Hybrid LLMs https://ax-news.com/?article=218216584 AX-NEWS en 2026-10-16T04:00:00+00:00 ULTRADISCOVERY: Abductive Exploration in an Interconnected, Epistemically Open Universe https://ax-news.com/?article=218216589 AX-NEWS en 2026-10-16T04:00:00+00:00 LASER: Latent Space Adjoint Matching for Support-Constrained Entropy-Regularized Offline RL https://ax-news.com/?article=218216587 AX-NEWS en 2026-10-16T04:00:00+00:00 Minimal Witness Reinforcement Learning https://ax-news.com/?article=218216591 AX-NEWS en 2026-10-16T04:00:00+00:00 AdaptLSTM: Efficient Adaptive Online Learning for Cloud Workload Forecasting under Distribution Drift https://ax-news.com/?article=218216596 AX-NEWS en 2026-10-16T04:00:00+00:00 TLA-Verus: Generating and Solving Temporal Proof Obligations with LLM Agents https://ax-news.com/?article=218216612 AX-NEWS en 2026-10-16T04:00:00+00:00 ZenFlow: Enabling Stall-Free Offloading for LLM Training https://ax-news.com/?article=218216617 AX-NEWS en 2026-10-16T04:00:00+00:00 Optimal Condition for Initialization Variance in Deep Neural Networks: An SGD Dynamics Perspective https://ax-news.com/?article=218216643 AX-NEWS en 2026-10-16T04:00:00+00:00 Nonconvex Composite Functional Constraints via First-Order Augmented Lagrangian Methods under Local Regularity https://ax-news.com/?article=218216644 AX-NEWS en 2026-10-16T04:00:00+00:00 An End-to-End Hybrid Quantum-Classical Sampling Workflow for Discrete Markov Random Fields: A Reproducible Case Study https://ax-news.com/?article=218216642 AX-NEWS en 2026-10-16T04:00:00+00:00 Right Answer, Wrong Tokens: Tail-Aware Credit Calibration for RLVR https://ax-news.com/?article=218216652 AX-NEWS en 2026-10-16T04:00:00+00:00 LightMedSeg-ISLES: Stroke Lesion Segmentation with 81x Fewer Parameters than nnU-Net https://ax-news.com/?article=218216660 AX-NEWS en 2026-10-16T04:00:00+00:00 AlphaRLM: Aligning Language Models for Literature-Grounded Symbolic Factor Discovery https://ax-news.com/?article=218216661 AX-NEWS en 2026-10-16T04:00:00+00:00 PMB-NN: Physiological-Model-Based Neural Network for Glucose Forecasting in Type 1 Diabetes https://ax-news.com/?article=218216684 AX-NEWS en 2026-10-16T04:00:00+00:00 Evolving Together, Failing Apart: The Skill-Policy Co-evolution Trap in Self-Improving Agents https://ax-news.com/?article=218216692 AX-NEWS en 2026-10-16T04:00:00+00:00 StepSafe: Learning Timely Intervention with Context-Aware Safety Reasoning https://ax-news.com/?article=218216696 AX-NEWS en 2026-10-16T04:00:00+00:00 Recursive Reward Improvement via Adversarial Meta-Prompt Evolution https://ax-news.com/?article=218216699 AX-NEWS en 2026-10-16T04:00:00+00:00 OmicsBench: a long-horizon multi-turn benchmark of AI agents on research-study-scale bioinformatics https://ax-news.com/?article=218216710 AX-NEWS en 2026-10-16T04:00:00+00:00 Does Latent Chain-of-Thought Actually Reason? 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A Paired Data-, Time-, and Tuning-Budget Benchmark https://ax-news.com/?article=218216887 AX-NEWS en 2026-10-16T04:00:00+00:00 Decoding What iOS Location Services Send to Apple: An LLM Is an Unreliable Analyst but a Useful Toolmaker https://ax-news.com/?article=218216893 AX-NEWS en 2026-10-16T04:00:00+00:00 FIRM: Fisher-Informed Retention Merging for Federated LLM Unlearning https://ax-news.com/?article=218216906 AX-NEWS en 2026-10-16T04:00:00+00:00 CodeHealth Predicts the Token Cost of Agentic Code Review: A Pre-Registered Study of 465 Agent-Authored Pull Requests https://ax-news.com/?article=218216912 AX-NEWS en 2026-10-16T04:00:00+00:00 GraphBEAT: Graph-based Bucketized Event Aggregation Over Time for Early Risk Stratification of Gastrointestinal Cancers https://ax-news.com/?article=218216913 AX-NEWS en 2026-10-16T04:00:00+00:00 Priming Base Models for Agentic Post-Training: An Open Midtraining Recipe https://ax-news.com/?article=218216919 AX-NEWS en 2026-10-16T04:00:00+00:00 Multi-SFT: Permissively-Licensed Multilingual Instruction-Following https://ax-news.com/?article=218216936 AX-NEWS en 2026-10-16T04:00:00+00:00 Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries https://ax-news.com/?article=218216944 AX-NEWS en 2026-10-16T04:00:00+00:00 Twice Upon a Time: Complementary Representations for Time-Series Reasoning https://ax-news.com/?article=218216949 AX-NEWS en 2026-10-16T04:00:00+00:00 Rethinking Routing Exploration in Modern Mixture-of-Experts https://ax-news.com/?article=218216952 AX-NEWS en 2026-10-16T04:00:00+00:00 Discovering state-of-the-art quantum circuits with large language models https://ax-news.com/?article=218216954 AX-NEWS en 2026-10-16T04:00:00+00:00 Atomic Proximal Policy Optimization for Electric Robo-Taxi Dispatch and Charger Allocation https://ax-news.com/?article=218216955 AX-NEWS en 2026-10-16T04:00:00+00:00 Generalising from Self-Produced Data: Model Training Beyond Human Constraints https://ax-news.com/?article=218216958 AX-NEWS en 2026-10-16T04:00:00+00:00 Agent Skill Framework: Perspectives on the Potential of Small to Medium Language Models in Industrial Environments https://ax-news.com/?article=218216969 AX-NEWS en 2026-10-16T04:00:00+00:00 PathCal: State-Aware Reflection-Marker Calibration for Efficient Reasoning https://ax-news.com/?article=218216975 AX-NEWS en 2026-10-16T04:00:00+00:00 Multi-Agent Transactive Memory https://ax-news.com/?article=218217027 AX-NEWS en 2026-10-16T04:00:00+00:00 Benchmarking Code LLM-as-a-Judge via Constrained Perturbation and Calibration https://ax-news.com/?article=218217037 AX-NEWS en 2026-10-16T04:00:00+00:00 From Documents to Spans: Span-Centric Learning for LLM-based Explainable Medical Coding https://ax-news.com/?article=218217036 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning Not To Interfere: Adapting Experts For Model Merging https://ax-news.com/?article=218217040 AX-NEWS en 2026-10-16T04:00:00+00:00 InverFill: One-Step Inversion for Enhanced Few-Step Diffusion Inpainting https://ax-news.com/?article=218217048 AX-NEWS en 2026-10-16T04:00:00+00:00 Neural Visual Decoding via Cognitive guided Adaptive Blurring and Information Constrained Alignment https://ax-news.com/?article=218217071 AX-NEWS en 2026-10-16T04:00:00+00:00 Circuit Claims Depend on What Is Extracted and How It Is Compared https://ax-news.com/?article=218217079 AX-NEWS en 2026-10-16T04:00:00+00:00 ICON decomposition: Multivariate concept auditing reveals shortcuts that neural networks rely on https://ax-news.com/?article=218217088 AX-NEWS en 2026-10-16T04:00:00+00:00 SoK: Trading Agents or Market Crashers? 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Vision-Sharing Collaboration for Vision-Language Navigation https://ax-news.com/?article=218216329 AX-NEWS en 2026-10-16T04:00:00+00:00 Learn Only Where You Can't Compute: Structured Corrections to Gaussian Process Posteriors https://ax-news.com/?article=218216113 AX-NEWS en 2026-10-16T04:00:00+00:00 Towards Reliable Long-Context Reasoning: Detecting Unanswerable Questions via FactGuard https://ax-news.com/?article=218216622 AX-NEWS en 2026-10-16T04:00:00+00:00 Diffusion Models in Simulation-Based Inference: A Tutorial Review https://ax-news.com/?article=218216676 AX-NEWS en 2026-10-16T04:00:00+00:00 When Reality Outpaces Cognition: A New Scaling Principle for Reliable Intelligence https://ax-news.com/?article=218216932 AX-NEWS en 2026-10-16T04:00:00+00:00 Skill-Decoupled On-Policy Expert Distillation for Unified Vision-Language Models https://ax-news.com/?article=218217029 AX-NEWS en 2026-10-16T04:00:00+00:00 Contextual Probability and Operational Minimality in Tug-of-War Decision Making https://ax-news.com/?article=218217047 AX-NEWS en 2026-10-16T04:00:00+00:00 Language-Based Agent Control https://ax-news.com/?article=218216548 AX-NEWS en 2026-10-16T04:00:00+00:00 Plan Before You Trade: Inference-Time Optimization for RL Trading Agents https://ax-news.com/?article=218215187 AX-NEWS en 2026-10-16T04:00:00+00:00 Architecting for Hardware Diversity: Meta's End-to-End Co-Design for High-Performance AI Training on AMD GPUs https://ax-news.com/?article=218215688 AX-NEWS en 2026-10-16T04:00:00+00:00 RIGen: Beyond Action Following with Reciprocal Interaction in Generative Gameplay https://ax-news.com/?article=218215691 AX-NEWS en 2026-10-16T04:00:00+00:00 Probing Negation Understanding in Vision-Language Models With Object Attention https://ax-news.com/?article=218215709 AX-NEWS en 2026-10-16T04:00:00+00:00 SpaceCache: Intermediate Feature Reuse for Efficient Semantic Segmentation on Point Cloud Streams https://ax-news.com/?article=218215712 AX-NEWS en 2026-10-16T04:00:00+00:00 FocusOPD: Structure-Guided On-Policy Distillation for Diffusion Models https://ax-news.com/?article=218215721 AX-NEWS en 2026-10-16T04:00:00+00:00 CoViG: Coarsened Vision GNN for Image Classification https://ax-news.com/?article=218215737 AX-NEWS en 2026-10-16T04:00:00+00:00 GRASE: Geometry-native Real-to-sim Agentic Scene Modeling from Video https://ax-news.com/?article=218215742 AX-NEWS en 2026-10-16T04:00:00+00:00 Hear, Localize, and Reason: Spatially Aware Scene Understanding for Audio-Visual LLMs https://ax-news.com/?article=218215775 AX-NEWS en 2026-10-16T04:00:00+00:00 When Models Misread Ink: Auditing VLMs for Arabic Calligraphy Recognition https://ax-news.com/?article=218215787 AX-NEWS en 2026-10-16T04:00:00+00:00 TRACE: Topology-Aware Reconnection via Prediction-Adaptive Connectivity Enforcement for Thin-Structure Segmentation https://ax-news.com/?article=218215790 AX-NEWS en 2026-10-16T04:00:00+00:00 How Much Physics Can Vision Learn from Audio? 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Rethinking Multi-Reference Training for Intermediate-Entropy Text Generation https://ax-news.com/?article=218216158 AX-NEWS en 2026-10-16T04:00:00+00:00 LEAP: Learned Block-wise Evidence Retrieval for Long Audio-Video Perception https://ax-news.com/?article=218216160 AX-NEWS en 2026-10-16T04:00:00+00:00 Towards Unbiased On-Policy Distillation for Block Diffusion Language Models https://ax-news.com/?article=218216183 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning Not To Interfere: Adapting Experts For Model Merging https://ax-news.com/?article=218216186 AX-NEWS en 2026-10-16T04:00:00+00:00 ORACLE-SWE: Quantifying the Contribution of Critical Information Signals on SWE Agents https://ax-news.com/?article=218216189 AX-NEWS en 2026-10-16T04:00:00+00:00 GRASP: Plan-Guided Graph Retrieval with Adaptive Fusion and Reranking on Semi-Structured Knowledge Bases https://ax-news.com/?article=218216193 AX-NEWS en 2026-10-16T04:00:00+00:00 Optimal Watermark Localization in Mixed-Source Large Language Model Texts https://ax-news.com/?article=218216194 AX-NEWS en 2026-10-16T04:00:00+00:00 Calibration-Preserving Pruning: Compression as a Reliability Contract https://ax-news.com/?article=218216199 AX-NEWS en 2026-10-16T04:00:00+00:00 The Last Remote Sensing Model Built by Humans? Casting Any Earth Observation Task as Recursive Self-Improvement https://ax-news.com/?article=218216208 AX-NEWS en 2026-10-16T04:00:00+00:00 TurboMamba: Faster Inference, Faster Training, and Better Prediction with Lexical Memory https://ax-news.com/?article=218216222 AX-NEWS en 2026-10-16T04:00:00+00:00 Gibbs-Gap Policy Optimization for Off-Policy RL with Verifiable Rewards https://ax-news.com/?article=218216246 AX-NEWS en 2026-10-16T04:00:00+00:00 SIEVE: Overcoming Topological Obstruction in Equivariant Self-Supervised Learning https://ax-news.com/?article=218216251 AX-NEWS en 2026-10-16T04:00:00+00:00 Language Models Share a Readout Bottleneck in Working Memory https://ax-news.com/?article=218216254 AX-NEWS en 2026-10-16T04:00:00+00:00 Resisting Harmful Instructions through Training-Free Weight Editing https://ax-news.com/?article=218216260 AX-NEWS en 2026-10-16T04:00:00+00:00 Representation Redistribution in Sparse Autoencoders https://ax-news.com/?article=218216268 AX-NEWS en 2026-10-16T04:00:00+00:00 Personalized Projected Ascent for Federated Stackelberg Optimization https://ax-news.com/?article=218216267 AX-NEWS en 2026-10-16T04:00:00+00:00 Can Capability Enhancement be Localized? https://ax-news.com/?article=218216277 AX-NEWS en 2026-10-16T04:00:00+00:00 Does Compression Imply Generalization? A Minimum Description Length Perspective https://ax-news.com/?article=218216278 AX-NEWS en 2026-10-16T04:00:00+00:00 RDL-Bench: A Benchmark for Task-Aware Question Answering over Relational Databases https://ax-news.com/?article=218216279 AX-NEWS en 2026-10-16T04:00:00+00:00 Fault Detection and Bit-Error Rate Diagnostics in Optical Wireless Links Using Edge-AI https://ax-news.com/?article=218216294 AX-NEWS en 2026-10-16T04:00:00+00:00 From Perception to Prediction and Intervention: Benchmarking Proactive Video Assistants in Real-Life Scenarios https://ax-news.com/?article=218216297 AX-NEWS en 2026-10-16T04:00:00+00:00 Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation https://ax-news.com/?article=218216301 AX-NEWS en 2026-10-16T04:00:00+00:00 Efficient Pairwise Difference Learning: A Comparative Study of Encoding Strategies and Training Pair Selection https://ax-news.com/?article=218216300 AX-NEWS en 2026-10-16T04:00:00+00:00 ReFlow: Replay-Driven Decoupling for Efficient RL Post-Training https://ax-news.com/?article=218216303 AX-NEWS en 2026-10-16T04:00:00+00:00 Diffusion Language Models as Open Quantum Systems https://ax-news.com/?article=218216311 AX-NEWS en 2026-10-16T04:00:00+00:00 Harmful Partial Interventions and Benign Leakage in Concept-based Models https://ax-news.com/?article=218216312 AX-NEWS en 2026-10-16T04:00:00+00:00 Q($\gamma_H$): Entropy-Guided Horizon Mixing in Multi-Discount Q-Learning https://ax-news.com/?article=218216319 AX-NEWS en 2026-10-16T04:00:00+00:00 Provably Efficient Risk-Sensitive Offline Reinforcement Learning via Optimized Certainty Equivalents https://ax-news.com/?article=218216322 AX-NEWS en 2026-10-16T04:00:00+00:00 Self-Calibrated Subspace Robust PCA for Parameter-Free Removal of Mixed Noise and Line Stripes in Hyperspectral Images https://ax-news.com/?article=218216328 AX-NEWS en 2026-10-16T04:00:00+00:00 Time to Fake It: Continual Machine Learning Intensifies Unfairness in Deepfake Detection https://ax-news.com/?article=218216333 AX-NEWS en 2026-10-16T04:00:00+00:00 Close Enough is Nowhere Near: Fidelity-Consumability Decoupling in KV Caches https://ax-news.com/?article=218216334 AX-NEWS en 2026-10-16T04:00:00+00:00 Not All Unlabeled Data Are Equal: Unlabeled Data Selection for Semi-Supervised QSAR Modeling with Large Chemical Repositories https://ax-news.com/?article=218216343 AX-NEWS en 2026-10-16T04:00:00+00:00 Scene Reconstruction Using Ubiquitous Wireless Signals via Diffusion Posterior Inference Over physics-Grounded Representations https://ax-news.com/?article=218216347 AX-NEWS en 2026-10-16T04:00:00+00:00 The importance of tensor handling and implementation of physics-informed DeepONets https://ax-news.com/?article=218216345 AX-NEWS en 2026-10-16T04:00:00+00:00 Causal Integrated Gradients: Scalable Feature Attribution Along Causal Paths https://ax-news.com/?article=218216351 AX-NEWS en 2026-10-16T04:00:00+00:00 Training-Free On-Policy Distillation https://ax-news.com/?article=218216357 AX-NEWS en 2026-10-16T04:00:00+00:00 Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries https://ax-news.com/?article=218216361 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning to Steer LLM Agents and Multi-Agent Systems https://ax-news.com/?article=218216370 AX-NEWS en 2026-10-16T04:00:00+00:00 Iterative Neural Variational Solver of Committor Function in Under-damped Langevin Dynamics https://ax-news.com/?article=218216376 AX-NEWS en 2026-10-16T04:00:00+00:00 Global-in-time Spectral Duhamel-Picard Method for Post-Exposure Bake Simulation and Physics-Informed Neural Operators for EUV Lithography https://ax-news.com/?article=218216378 AX-NEWS en 2026-10-16T04:00:00+00:00 Latent Annealed Posterior Sampling with a Variance-Preserving Bridge for Sparsely Observed Random Fields https://ax-news.com/?article=218216380 AX-NEWS en 2026-10-16T04:00:00+00:00 Evaluating Model Capabilities After Benchmark Saturation https://ax-news.com/?article=218216384 AX-NEWS en 2026-10-16T04:00:00+00:00 AlphaDiana: A Measurement System for Agents in Verifiable Reasoning Tasks https://ax-news.com/?article=218216385 AX-NEWS en 2026-10-16T04:00:00+00:00 Ergodic topology sampling toward the continuum with Stochastic Normalizing Flows https://ax-news.com/?article=218216391 AX-NEWS en 2026-10-16T04:00:00+00:00 Linear Independence of Polynomial Compositions with Bounded Input Degree https://ax-news.com/?article=218216395 AX-NEWS en 2026-10-16T04:00:00+00:00 Analog RF Computing for Integrated Data and AI Flows Over Wireless Networks https://ax-news.com/?article=218216415 AX-NEWS en 2026-10-16T04:00:00+00:00 EigDiff: Eigensample Diffusion - or how to significantly reduce training dataset size with marginal performance variation? https://ax-news.com/?article=218216420 AX-NEWS en 2026-10-16T04:00:00+00:00 On the Last-Iterate Convergence of Clipped Gradient Methods https://ax-news.com/?article=218216421 AX-NEWS en 2026-10-16T04:00:00+00:00 Efficient Agnostic Learning of Univariate Densities Under Local Differential Privacy https://ax-news.com/?article=218216435 AX-NEWS en 2026-10-16T04:00:00+00:00 What Should We Remove? Evaluating the Reliability and Costs of RLVR Data Decontamination https://ax-news.com/?article=218216437 AX-NEWS en 2026-10-16T04:00:00+00:00 Semantic Latent Alignment for Flow Matching with Invertible Bi-Lipschitz Adapters https://ax-news.com/?article=218216438 AX-NEWS en 2026-10-16T04:00:00+00:00 When Should a Low-Light Pipeline Generate? Auditable Risk Control for Selective Generative Enhancement https://ax-news.com/?article=218216444 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Invariance: Factor-wise Selective Treatment of Shifts for Multimodal Learning https://ax-news.com/?article=218216451 AX-NEWS en 2026-10-16T04:00:00+00:00 When Is Muon Optimal? Radial Fragility and Minimax Geometry https://ax-news.com/?article=218216452 AX-NEWS en 2026-10-16T04:00:00+00:00 Rethinking Classifier-Free Guidance for TI2I Flow Matching https://ax-news.com/?article=218216454 AX-NEWS en 2026-10-16T04:00:00+00:00 DialFork: Going Beyond Factuality to Evaluate Procedural Hallucination in Conversational Agents https://ax-news.com/?article=218216456 AX-NEWS en 2026-10-16T04:00:00+00:00 LoopAhead: Speculating Ahead for Faster Decoding in Looped Language Models https://ax-news.com/?article=218216464 AX-NEWS en 2026-10-16T04:00:00+00:00 Reliable Knowledge Acquisition for Continual Learning Agents https://ax-news.com/?article=218216474 AX-NEWS en 2026-10-16T04:00:00+00:00 Uncertainty-Aware Federated Learning for Joint Communication and Computation in XR Systems https://ax-news.com/?article=218216476 AX-NEWS en 2026-10-16T04:00:00+00:00 OntoAct: Hypothesis-Based Neuro-Symbolic Agents through Ontological Abstraction https://ax-news.com/?article=218216494 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Downstream QA: Rethinking How We Evaluate Agent Memory https://ax-news.com/?article=218216559 AX-NEWS en 2026-10-16T04:00:00+00:00 Let's Ask Gauss: Improved One-Run Privacy Auditing https://ax-news.com/?article=218216023 AX-NEWS en 2026-10-16T04:00:00+00:00 PremiseSQL: Evaluating Premise Critique and Abstention in Text-to-SQL Systems https://ax-news.com/?article=218216580 AX-NEWS en 2026-10-16T04:00:00+00:00 PLSP (Pre-hoc Liminal Space Profiling): OOD Prediction over Detection -- An Anticipatory Approach for Machine Learning Model Reliability https://ax-news.com/?article=218216595 AX-NEWS en 2026-10-16T04:00:00+00:00 PotentialEP: Backprop-Free Training of CIFAR-Scale Generative Models via Equilibrium Propagation https://ax-news.com/?article=218216599 AX-NEWS en 2026-10-16T04:00:00+00:00 Follow the Perturbed Leader for Linear Bandits: $\sqrt{T}$ Regret over General Convex Sets https://ax-news.com/?article=218216603 AX-NEWS en 2026-10-16T04:00:00+00:00 TimeRSI: Towards Self-Improved Agentic Deployment for Time-Series Foundation Models https://ax-news.com/?article=218216604 AX-NEWS en 2026-10-16T04:00:00+00:00 Exhaustive Canonical Skeletons Generation: A Formal Dataset for Decomposable Symbolic Regression https://ax-news.com/?article=218216626 AX-NEWS en 2026-10-16T04:00:00+00:00 Self-Scaled Broyden Family of Quasi-Newton Methods in JAX https://ax-news.com/?article=218216650 AX-NEWS en 2026-10-16T04:00:00+00:00 DataKernelBench: Can LLMs Optimize Database Queries on GPUs? https://ax-news.com/?article=218216669 AX-NEWS en 2026-10-16T04:00:00+00:00 Evaluating Model Capabilities After Benchmark Saturation https://ax-news.com/?article=218216677 AX-NEWS en 2026-10-16T04:00:00+00:00 ARIA: Runtime Inspection and Amendment for Multi-Agent Systems https://ax-news.com/?article=218216685 AX-NEWS en 2026-10-16T04:00:00+00:00 Anticipatory Commonsense with Moving Objects: An ASP-Based Framework for Predictive Reasoning with Interacting Trajectories https://ax-news.com/?article=218216688 AX-NEWS en 2026-10-16T04:00:00+00:00 SkillNEO: Non-Elitist Evolutionary Optimization of Agent Skills https://ax-news.com/?article=218216689 AX-NEWS en 2026-10-16T04:00:00+00:00 RAC: A Relational Agent Contract for Constraint-Governed Engineering Tasks https://ax-news.com/?article=218216711 AX-NEWS en 2026-10-16T04:00:00+00:00 Mine, Sample, Render: Test-Time Diversity Alignment Of Generative Models https://ax-news.com/?article=218216719 AX-NEWS en 2026-10-16T04:00:00+00:00 Mallea: Building, Steering, and Memorizing Worlds with Coding Agent https://ax-news.com/?article=218216725 AX-NEWS en 2026-10-16T04:00:00+00:00 Quantum Versus Classical Machine Learning for Neuropsychiatric Disorders: A Feature-Matched Multi-Cohort Evaluation https://ax-news.com/?article=218216735 AX-NEWS en 2026-10-16T04:00:00+00:00 Do Agents Need a New Kind of Paper? SPRA: Structured Paper Representation for Agents https://ax-news.com/?article=218216737 AX-NEWS en 2026-10-16T04:00:00+00:00 Incentivizing Tool-Use Reinforcement Learning for Post-Arrival Emergency Care Prediction https://ax-news.com/?article=218216758 AX-NEWS en 2026-10-16T04:00:00+00:00 Data World: Scaling Data Environments from Scratch https://ax-news.com/?article=218216785 AX-NEWS en 2026-10-16T04:00:00+00:00 HTN-Orchestrate: A Hierarchical Task Network Framework for Multi-Agent Orchestration https://ax-news.com/?article=218216799 AX-NEWS en 2026-10-16T04:00:00+00:00 FDE-Gym: The Last Mile of AI Delivery https://ax-news.com/?article=218216804 AX-NEWS en 2026-10-16T04:00:00+00:00 Truth for Believable AI: Expressed Doubt, Provenance, and Belief Revision as an Engineerable Stance https://ax-news.com/?article=218216043 AX-NEWS en 2026-10-16T04:00:00+00:00 TurboMamba: Faster Inference, Faster Training, and Better Prediction with Lexical Memory https://ax-news.com/?article=218216046 AX-NEWS en 2026-10-16T04:00:00+00:00 A Self-Improving Agent that Grows its Own DSL: Oracle-Free Operator Induction for Exact Question Answering https://ax-news.com/?article=218216838 AX-NEWS en 2026-10-16T04:00:00+00:00 SIEVE: Overcoming Topological Obstruction in Equivariant Self-Supervised Learning https://ax-news.com/?article=218216049 AX-NEWS en 2026-10-16T04:00:00+00:00 Evolving Together, Failing Apart: The Skill-Policy Co-evolution Trap in Self-Improving Agents https://ax-news.com/?article=218216062 AX-NEWS en 2026-10-16T04:00:00+00:00 Kolab: Benchmarking Human-Agent Collaboration in Long-Horizon Workflows https://ax-news.com/?article=218216066 AX-NEWS en 2026-10-16T04:00:00+00:00 Who May Release an Agent's Promise? Standing over Commitments in Multi-Party Chat https://ax-news.com/?article=218216069 AX-NEWS en 2026-10-16T04:00:00+00:00 Isolating a Language Model's Judgment with a Label-Free Subspace https://ax-news.com/?article=218216845 AX-NEWS en 2026-10-16T04:00:00+00:00 When is a better LLM worth paying for? Stochastic Optimization with Switching Mixed-Fidelity Oracles https://ax-news.com/?article=218216847 AX-NEWS en 2026-10-16T04:00:00+00:00 CARE-SD: Explainable Reasoning Architecture for Local SLM Self-Disclosure Analysis in Textual Data https://ax-news.com/?article=218216854 AX-NEWS en 2026-10-16T04:00:00+00:00 System1-Arena: Which Decisions Can Be Left to System 1? https://ax-news.com/?article=218216863 AX-NEWS en 2026-10-16T04:00:00+00:00 ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases https://ax-news.com/?article=218216885 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning to Search for Executable Patternmaking from Certified Programs https://ax-news.com/?article=218216883 AX-NEWS en 2026-10-16T04:00:00+00:00 Independent Data-Integrity Verification for LLM-Driven Functional Coverage Closure in Hardware Design https://ax-news.com/?article=218216889 AX-NEWS en 2026-10-16T04:00:00+00:00 Efficient Pairwise Difference Learning: A Comparative Study of Encoding Strategies and Training Pair Selection https://ax-news.com/?article=218216898 AX-NEWS en 2026-10-16T04:00:00+00:00 CF-AVSS: A Coarse-to-Fine Audio-Visual Speech Separation Framework with Target-Speaker Refinement and Post-Fusion for Real-World AVSE Challenge https://ax-news.com/?article=218216921 AX-NEWS en 2026-10-16T04:00:00+00:00 Causal Integrated Gradients: Scalable Feature Attribution Along Causal Paths https://ax-news.com/?article=218216930 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Downstream QA: Rethinking How We Evaluate Agent Memory https://ax-news.com/?article=218216942 AX-NEWS en 2026-10-16T04:00:00+00:00 AVC-Reward: Event-Centric Audio-Video Consistency Evaluation https://ax-news.com/?article=218216948 AX-NEWS en 2026-10-16T04:00:00+00:00 GeoState: Learning View-Decoupled Geometry States for 3D World Modeling https://ax-news.com/?article=218216967 AX-NEWS en 2026-10-16T04:00:00+00:00 Generative Recursive Reasoning https://ax-news.com/?article=218216970 AX-NEWS en 2026-10-16T04:00:00+00:00 Harness-Bench: Evaluating Agent Harnesses across Models and Realistic Workflows https://ax-news.com/?article=218216973 AX-NEWS en 2026-10-16T04:00:00+00:00 EvoFlux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents https://ax-news.com/?article=218216974 AX-NEWS en 2026-10-16T04:00:00+00:00 LLM-as-an-Investigator: Evidence-First Agentic Reasoning for Robust Interactive Problem Diagnosis https://ax-news.com/?article=218216982 AX-NEWS en 2026-10-16T04:00:00+00:00 When Do LLMs Apply the Wrong Law? Diagnosing LLM Failures in Temporal Legal Reasoning https://ax-news.com/?article=218216984 AX-NEWS en 2026-10-16T04:00:00+00:00 MegaMem: A Retrieval Solution for Ultra-Large Context Windows https://ax-news.com/?article=218216987 AX-NEWS en 2026-10-16T04:00:00+00:00 BLOOM-WILT: Logit Tilting for Behaviour Elicitation in Automated LLM Auditing https://ax-news.com/?article=218216997 AX-NEWS en 2026-10-16T04:00:00+00:00 KV$^2$: A Self-Refining KV Cache https://ax-news.com/?article=218216999 AX-NEWS en 2026-10-16T04:00:00+00:00 Asynchrony Is Nearly Free for Evolution Strategies on Long-Horizon LLM Agentic Tasks https://ax-news.com/?article=218216478 AX-NEWS en 2026-10-16T04:00:00+00:00 Priming Base Models for Agentic Post-Training: An Open Midtraining Recipe https://ax-news.com/?article=218216481 AX-NEWS en 2026-10-16T04:00:00+00:00 ETH: Data-Balanced Heterogeneous Pipeline Parallelism for Training Large Models https://ax-news.com/?article=218217006 AX-NEWS en 2026-10-16T04:00:00+00:00 ReTerm: Recovery Training for Self-Improving Terminal Agents https://ax-news.com/?article=218217010 AX-NEWS en 2026-10-16T04:00:00+00:00 InkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Write https://ax-news.com/?article=218217017 AX-NEWS en 2026-10-16T04:00:00+00:00 Adaptive Duration Model for Text Speech Alignment https://ax-news.com/?article=218217033 AX-NEWS en 2026-10-16T04:00:00+00:00 ReText: Text Boosts Generalization in Image-Based Person Re-identification https://ax-news.com/?article=218217049 AX-NEWS en 2026-10-16T04:00:00+00:00 ChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scale https://ax-news.com/?article=218217058 AX-NEWS en 2026-10-16T04:00:00+00:00 Play2Perfect: What Matters in Dexterous Play Pretraining for Precise Assembly? https://ax-news.com/?article=218217066 AX-NEWS en 2026-10-16T04:00:00+00:00 AirPASS: Over-the-Air Federated Learning via Pinching Antenna Systems https://ax-news.com/?article=218217085 AX-NEWS en 2026-10-16T04:00:00+00:00 RefactorPlatform: An Open-Source Harness for Controlled Evaluation of Repository-Scale Refactoring Agents https://ax-news.com/?article=218217096 AX-NEWS en 2026-10-16T04:00:00+00:00 E$^2$-OPSD: Taming Entropy Overshoot in On-Policy Self-Distillation https://ax-news.com/?article=218217100 AX-NEWS en 2026-10-16T04:00:00+00:00 Predict Before You Modify: Learning Improvement Dynamics for Self-Evolving Agents https://ax-news.com/?article=218217101 AX-NEWS en 2026-10-16T04:00:00+00:00 EV-JEPA: Elastic V-JEPA for Any Device and Cross-Device Inference https://ax-news.com/?article=218217105 AX-NEWS en 2026-10-16T04:00:00+00:00 World Modeling through Spectral Alignment https://ax-news.com/?article=218217111 AX-NEWS en 2026-10-16T04:00:00+00:00 When Do Learned Blocks Preserve Causal Meaning? Block Identifiability and Constructive Causal Abstractions https://ax-news.com/?article=218217117 AX-NEWS en 2026-10-16T04:00:00+00:00 SWE-Nexus: Automated Composition of Software Engineering Tasks from Test Execution https://ax-news.com/?article=218216089 AX-NEWS en 2026-10-16T04:00:00+00:00 DeciCAD: Harness-Grounded Learning of Action Policies for CAD Agents https://ax-news.com/?article=218217057 AX-NEWS en 2026-10-16T04:00:00+00:00 Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift https://ax-news.com/?article=218217072 AX-NEWS en 2026-10-16T04:00:00+00:00 Visual Contrastive Self-Distillation https://ax-news.com/?article=218217116 AX-NEWS en 2026-10-16T04:00:00+00:00 Frame Evidence:A Benchmark for Reference Frames and Visual Evidence in Multi-Image Spatial Reasoning https://ax-news.com/?article=218216528 AX-NEWS en 2026-10-16T04:00:00+00:00 TabClustPFN: A Prior-data Fitted Network for Tabular Data Clustering https://ax-news.com/?article=218216530 AX-NEWS en 2026-10-16T04:00:00+00:00 CoCopula: Conformal Calibration and Copula Aggregation for Reliable Renewable Energy Forecasting https://ax-news.com/?article=218216536 AX-NEWS en 2026-10-16T04:00:00+00:00 Fractional Rotation, Full Potential? Investigating Performance and Convergence of Partial RoPE https://ax-news.com/?article=218215910 AX-NEWS en 2026-10-16T04:00:00+00:00 DuplexBridge: Coordinating Understanding and Generation for Unified Image Editing https://ax-news.com/?article=218216057 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning When to Think: Utility-Guided Adaptive Reasoning for Efficient Text Retrieval https://ax-news.com/?article=218216331 AX-NEWS en 2026-10-16T04:00:00+00:00 Interfaces and Modules: A Scalable Representation for Weight-Space Learning across Architectures https://ax-news.com/?article=218216413 AX-NEWS en 2026-10-16T04:00:00+00:00 The Blume-Capel Model as a $\phi^6$ Field Theory: A Monte Carlo and Flow Model Study https://ax-news.com/?article=218216740 AX-NEWS en 2026-10-16T04:00:00+00:00 AI-Driven Disaster Response and Displacement Monitoring https://ax-news.com/?article=218216820 AX-NEWS en 2026-10-16T04:00:00+00:00 Probing Negation Understanding in Vision-Language Models With Object Attention https://ax-news.com/?article=218216827 AX-NEWS en 2026-10-16T04:00:00+00:00 Same Context, Different Agents: A Behavioral Study of Semantic Layers, Orchestration and Compaction in Data Agents https://ax-news.com/?article=218216859 AX-NEWS en 2026-10-16T04:00:00+00:00 TRACER: Trajectory-Aware Tool Retrieval for LLM Agents https://ax-news.com/?article=218216884 AX-NEWS en 2026-10-16T04:00:00+00:00 Rethinking the Role of Tool Graph Memory in Multi-Turn Tool Use https://ax-news.com/?article=218216890 AX-NEWS en 2026-10-16T04:00:00+00:00 Router Drift Control: Mitigating Off-Policy Degradation in Mixture-of-Experts Reinforcement Learning https://ax-news.com/?article=218216927 AX-NEWS en 2026-10-16T04:00:00+00:00 Whole-Body Dexterity https://ax-news.com/?article=218216934 AX-NEWS en 2026-10-16T04:00:00+00:00 Training-Free On-Policy Distillation https://ax-news.com/?article=218217075 AX-NEWS en 2026-10-16T04:00:00+00:00 ValueFormer: Stage-Aware Value Labels for Online Failure Detection and VLA Post-Training https://ax-news.com/?article=218215883 AX-NEWS en 2026-10-16T04:00:00+00:00 Visual Contrastive Self-Distillation https://ax-news.com/?article=218215916 AX-NEWS en 2026-10-16T04:00:00+00:00 IKMo: Image-Keyframed Motion Generation with Trajectory-Pose Conditioned Motion Diffusion Model https://ax-news.com/?article=218216101 AX-NEWS en 2026-10-16T04:00:00+00:00 HTN-Orchestrate: A Hierarchical Task Network Framework for Multi-Agent Orchestration https://ax-news.com/?article=218215953 AX-NEWS en 2026-10-16T04:00:00+00:00 Prune the Summary, Not the History: Source-Judged Compaction for Long-Horizon Agents https://ax-news.com/?article=218215959 AX-NEWS en 2026-10-16T04:00:00+00:00 PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews https://ax-news.com/?article=218215994 AX-NEWS en 2026-10-16T04:00:00+00:00 Can LLMs Tell Stories Out of Order? 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