AI News

EEG-Based Classification of Hypnotic Susceptibility Using Two-Dimensional Convolutional Neural Networks (arxiv.org)

Using Set Learning to Improve Set-Valued Classifiers on Long-tailed Data (arxiv.org)

Learning-Theoretic Foundation for General Coded Computing: The Adversarial Setting (arxiv.org)

Scaling Graph Reasoning in Language Models with Learnable Graph Positional Encodings (arxiv.org)

MLIPS: Multi-Layer Indexer Pool Sharing (arxiv.org)

Fixed-Size Active Statistical Inference (arxiv.org)

Sample-efficient learning with Dense Associative Memories (arxiv.org)

Shaped SAEs: Expanding the Toolkit for Mechanistic Interpretability (arxiv.org)

Trail-Weighted Influence Scores for Approximate Outcome Prediction in Bayesian Networks (arxiv.org)

VLA-Retain: Benchmarking Cross-Dimension Effects of Vision Tuning in VLAs (arxiv.org)

CovNav: Conformal Prediction-Guided Adaptive Inference for Object Goal Navigation (arxiv.org)

A Unified Attack Framework against Statistical Generative Watermarks for Large Language Models (arxiv.org)

Corpus Quality Improves, Retrieval Utility Does Not: An Ablation of Preprocessing and Refinement in a Speech-to-QA Pipeline (arxiv.org)

A Head Camera Is (Almost) All You Need: An Electronics-Free UMI Glove Labelled and Observed by One Moving Camera (arxiv.org)

Predictive Closure: A Set-Level Characterization of JEPA's Feature Selection (arxiv.org)

LiBRA: Logit Fingerprints for Byzantine-Robust Client Selection in Federated Learning (arxiv.org)

Automated Brick Schema Knowledge Graph Completion Across Buildings (arxiv.org)

VPFlow: Value-Predictive Planning with Imperfect World Models for Offline Goal Reaching (arxiv.org)

Local Allow, Global Deny: Why Per-Action Authorization Does Not Compose in LLM Agents (arxiv.org)

ABench: Adversarily Benchmarking Large Language Models across Taxonomized Values (arxiv.org)

WORTH Benchmark: Evidence Discovery under Not-Fully-Cooperative Information -- A Two-Episode Pilot (arxiv.org)

Benefit and Cost of Random-Token Replacement under Repeated Data: A Known-Entropy Decomposition and Evidence from Ten Real Corpora (arxiv.org)

AudiPsy: Evidence-Grounded Multimodal Reasoning over Spoken Counseling Conversations for Depression Assessment (arxiv.org)

Learned Readout Tokens for Extracting Large Language Model Confidence (arxiv.org)

AnomalyJev: Towards Evaluating Image Anomaly Explanations via Claim-Level Verification (arxiv.org)

Generalizing Multimodal Foundational Models in Context-Driven Class Incremental Learning (arxiv.org)

When Do Humans and Machines Truly Complement Each Other? Formal Conditions and Empirical Evidence for Human-AI Synergy (arxiv.org)

Hybrid Momentum Methods for Optimizing Deep Learning Models (arxiv.org)

Neural Operator Splitting for Fluid Dynamics in Complex Geometry (arxiv.org)

Pairwise Learning Increases Data Efficiency in Deep Neural Networks (arxiv.org)

BCT: Bayes-Consistent Tempering for Flow Language Models (arxiv.org)

Ensemble-Aware Structural Encoding (EASE): Conditioning Protein Encoders on Peptide Conformational Ensembles (arxiv.org)

Influence Is the Target-Response Jacobian Times Residuals (arxiv.org)

From Outcomes to Steps: Reliable Success-Aware Critic Learning for Long-Horizon Language Agents (arxiv.org)

Learning Inter-Graph Interactions Between Heterogeneous Substructures of Chemical Systems (arxiv.org)

Auditing the Product, Not the Recursion: The Evaluation Evidence Behind Recursive Self-Improvement Claims (arxiv.org)

Bridging Digital Deception and Physical Fidelity: A Spatio-Temporal Attack on Cognitive Radars (arxiv.org)

HypTI: Hyperbolic Geometry-Aware Multimodal Feature Fusion Framework for Dementia Detection Based on Tabular-Image Data (arxiv.org)

From Comparison to Selection: Enhancing Cross-Scale Generalization of Pointer Networks Trained with Reinforcement Learning for Capacitated Drone Delivery Routing (arxiv.org)

Quantum-JEPA: Quantum Born Priors for Latent-Action JEPA World Models (arxiv.org)

ACE-Compression: An Ability-Centric Evaluation of Compressed Large Language Models (arxiv.org)

MMEnterprise-Bench: Evaluating Enterprise Agents over Evolving Multimodal Records (arxiv.org)

Two Is Enough: Binary Classification Priors Suffice for Multi-Class In-Context Tabular Prediction (arxiv.org)

TRCM: Topology-Aware Route-Consistency Modeling for Robust Neural Vehicle Routing (arxiv.org)

AnchorRM: Parallel Intra-Batch State Reconstruction with Anchor-Based Residual Memory for Temporal Graph Neural Networks (arxiv.org)

Can Native Safety Travel? Reusing Safety Pretraining Across Models via On-Policy Distillation (arxiv.org)

Automatic Differentiation with Constraints in Forward and Inverse Problems (arxiv.org)

Physical Operating-Condition-Guided Vision-Language Matching for Cavitation Diagnosis in Industrial Pipeline Systems (arxiv.org)

COMPASS: Routing via Capability-Oriented Model Profiling with Adaptive Search, Selection, and Tool Use (arxiv.org)

Privacy-preserving inference on hosted models: a learned input-embedding transform for frozen Qwen3.8-27B (arxiv.org)