AI News

Generalization properties of the token perceptron: the role of embedding and vocabulary (arxiv.org)

Strongly Adaptive Online Learning with Time-Varying Movement Costs (arxiv.org)

Anti-coherence Regularized Absolute Scaling for Out-of-Distribution Detection (arxiv.org)

Neural LoFi with Backward Coupling: A Spectral Theory of Cross-Layer Feature Learning (arxiv.org)

Heterogeneous Space Data Centers: A Key Paradigm for Future Non-Terrestrial and In-Orbit Services (arxiv.org)

Beyond Gain: Measuring Skill Internalization for Agent Skill Retirement (arxiv.org)

SOPO: Socratic Guided Policy Optimization for Span-Level Hallucination Detection (arxiv.org)

Representation Learning via Composite Subspace Flow Matching (arxiv.org)

Back to the Future: Rethinking EDA Infrastructure for Agentic Systems in Chip Design Verification (arxiv.org)

Singular Geometry of Low-Rank Adaptation (arxiv.org)

Trial by Trace: Benchmarking AI Agent Harnesses for Reliability and Failure Attribution (arxiv.org)

What Transfers Across Protein Pockets? Experience Reuse in Molecular Optimization for Agentic Structure-Based Drug Design (arxiv.org)

Compatible Likelihoods for Flow Matching on Manifolds (arxiv.org)

Retiming Robot Demonstrations with a Learned Speed Prior (arxiv.org)

Tokamak-SI: Interpreting Tokamak Discharges with Labeled Catalogs (arxiv.org)

Contextual Decision Making: Predictive or Generative (arxiv.org)

Bayesian Propensity Score Predictive Inference for Extending Trial Findings to Target Populations (arxiv.org)

FSVL: Taxonomic Fast-Slow Vision-to-Language Collaborative Framework for Interpretable Confusable Fish Species Identification and Knowledge Generation in the Middle Yangtze River (arxiv.org)

LGMT: A Tool for Testing the Logical Reasoning Reliability of LLMs (arxiv.org)

WiMoT: Replay-Free Continual Wi-Fi Sensing via Moment Transport (arxiv.org)

Machine-Readable Operator Manuals over the ISO 11783 Network for Offline, Multilingual LLM Assistance (arxiv.org)

Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner (arxiv.org)

Power- and Fragmentation-aware Online Scheduling for GPU Datacenters (arxiv.org)

On Orthogonal Recurrent Neural Networks Quantization (arxiv.org)

Optimal Multiclass Online Regret with Arbitrary Label Spaces (arxiv.org)

Mitigating Saliency Collapse: Robust Saliency-Aware Long-Text Image-Text Alignment (arxiv.org)

EvoSkill v2: Fully Agentic Skill Evolution from Benchmark Adaptation to a Stateful Evolver (arxiv.org)

DeepOpen: Decision-Oriented Intent Classification on BANKING77 and CLINC150 (arxiv.org)

HarnessMM: Recursive Self-Improvement for Harness Token Efficiency (arxiv.org)

Data Quality Audit and Bivariate Temperature-Humidity Analysis of a Long-Term LoRaWAN Network: Anomaly Detection, PCA, Clustering and Machine Learning (arxiv.org)

Structure and Exact Certification of Nonnegative Tensor Decompositions (arxiv.org)

Attractor Domain Theory: A Mathematical Framework for Cardiovascular Attractor Analysis with Wearable Photoplethysmography (PPG) Validation (arxiv.org)

MEDMKG: Benchmarking Medical Knowledge Exploitation with Multimodal Knowledge Graph (arxiv.org)

Symbolic Guidance for LLM Agents in Distributed Multiagent Coordination (arxiv.org)

Searching with Sparse Histories: Cross-Task Architecture Search from Incomplete Search Logs and Zero-Cost Proxies (arxiv.org)

IGG: A Benchmark for Interactive GUI Grounding under Visibility Constraints (arxiv.org)

RobustRLlib: A Unified Library and Benchmark for Robust Reinforcement Learning Algorithms (arxiv.org)

SceneBloom: Agentic Indoor Environment Generation with Realistic and Diverse Layouts for Embodied Learning (arxiv.org)

AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents (arxiv.org)

ActionRAG: Evidence-Refining Graph Diffusion for Long-Term Memory in LLM Agents (arxiv.org)

Testing Transformer Learnability on the Arithmetic Sequence of Rooted Trees (arxiv.org)

Complementing DINO Features with Image Structure for Part Discovery (arxiv.org)

ChoreoStudio: Planning What, When, and Who in Music-Driven Group Choreography (arxiv.org)

MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data (arxiv.org)

Sparsity-driven emergence of functional modularity in multitask neural networks (arxiv.org)

Easy-3Dfy: Object-Level Geometric Composition for Single-Image 3D Scene Construction (arxiv.org)

Dual-Adaptive Z-Score PPO: Dynamic Clipping Using Action Confidence and Normalized Advantage Magnitude (arxiv.org)

MG-REPA: Multi-Granularity Representation Alignment for Generative Target Speaker Extraction (arxiv.org)

Accelerating Wildfire Hazard Mapping Across Canada with an AI Surrogate Modelling Framework (arxiv.org)

ToolRACER: A Robust Agentic Conversation Emulation Resource for Agent Training and Evaluation (arxiv.org)