AI News

Mitigating Query Shortcuts in Chain-of-Thought with Context-Aware Decoding (arxiv.org)

Compression Through Time: An Interplay of Separability, Stationarity and Capacity (arxiv.org)

TrustmeWatcher: An Application for Workplace Micro-Sensing and Explainable Well-Being Feedback (arxiv.org)

Physics is the Best Teacher: Consistency Learning for Time-Invariant Operators of Chaotic Dynamics (arxiv.org)

A Generalisation Signal Need Not Be a Model-Selection Signal (arxiv.org)

Tractable Inference with Kolmogorov-Arnold Networks (arxiv.org)

Supervision-Adaptive Curriculum and Guarded Anti-Curriculum Learning for Dense Prediction (arxiv.org)

RangeNav: Task-Aligned LiDAR Range-Image Pretraining for Robot Navigation (arxiv.org)

Real PMIDs, Wrong Papers: Harness Design for Biomedical Claim-Verification Agents (arxiv.org)

pplx-embed-v2-late Technical Report (arxiv.org)

Where Do LLMs Learn to Recommend AI? (arxiv.org)

Rethinking Post-hoc Debiasing of Large Pretrained Models (arxiv.org)

Supermodular Rank: Set Function Decomposition and Optimization (arxiv.org)

TraceForge: Distilling with Your Own Thinking (arxiv.org)

Lineage-Aware Search Control for LLM-Based Evolutionary Factor Mining (arxiv.org)

Recursive Code Evolution for Task-Oriented Semantic Communications (arxiv.org)

Space weather dependence of decameter-scale ionospheric irregularities spatial distribution (arxiv.org)

Watch Your Step: Anticipated Perception for Humanoid Locomotion (arxiv.org)

No Frames, Just Frequencies: Bandwidth-Efficient Deployment-Time Adaptation for Smart Glasses (arxiv.org)

SCDM: Scalable Causal Discovery in Nonlinear Temporal Systems with Meta-Learning (arxiv.org)

CORD: Conflict-Aware Optimization for Joint RL and Distillation in Agents (arxiv.org)

FrontierCS 2: A Benchmark for Computer Science R&D (arxiv.org)

Your Benchmark Is an Empirical Measure Over Difficulty (arxiv.org)

A Sharp Dynamic Haussler Lemma (arxiv.org)

Monitorability Is Trainable: Post-Training for Chain-of-Thought Monitorability (arxiv.org)

Structure-Aware Message Passing on Petri Nets through Directed Walks and Incidence Diffusion (arxiv.org)

DriveMLP: When Training Strategy Outperforms Model Complexity in Autonomous Driving (arxiv.org)

Characterizing Oblivious Common-Reward Multi-Player Bandits: Universal Stationarity, Coordination Traps, and Certified Global Rates (arxiv.org)

Hyperspherical Simplex Representations for Backward-Compatible Retrieval (arxiv.org)

Privacy in Context Is Being Overlooked in the Age of General-Purpose LLMs (arxiv.org)

Leveraging Time-Series Foundation Models for Financial Crime Detection (arxiv.org)

SPARE: Sparsity Allocation via Routing Entropy for Efficient MoEs (arxiv.org)

Probabilistic Machine Learning for Short-Term Atmospheric Seeing Forecasting (arxiv.org)

Cross-Area Transfer Learning for VLC-based Indoor Localization with a Transfer Efficiency Score (arxiv.org)

Certified Neural Approximation of Robust Nonlinear Model Predictive Control (arxiv.org)

What Prediction-Market Contracts Reveal at Launch: Trading Volume and Dispute Risk (arxiv.org)

Unlocking Spatial Grounding in Flow-Matching Models via SNR Tuning (arxiv.org)

A Diagnostic Study of Faithfulness in Diffusion Language Models for Table-to-Text Generation (arxiv.org)

NeuroCodec: EEG-Guided Latent-Domain Generative Model for High-Fidelity Target Speaker Extraction (arxiv.org)

Decodability Is Not Controllability: Local and Anisotropic Speaker Control in Continuous-Latent TTS (arxiv.org)

Data-driven and physics-guided hindcasting of measured wave spectra (arxiv.org)

Compressing Onboard Language Models for Space Robots under a Behavioral-Fidelity Requirement (arxiv.org)

Group Distributionally Robust Optimization over Decentralized Networks (arxiv.org)

Cache Locally, Recompute Selectively for Streaming Video Understanding (arxiv.org)

Preference Is Not Permission: Personalizing the Auto-Purchase Line in Agentic Commerce (arxiv.org)

On the gradient conjecture at infinity: Finite spherical length for gradient trajectories of definable potentials (arxiv.org)

Reconstruction differences rival individual differences in the fly compass connectome and break trained circuit models (arxiv.org)

A Unified Evaluation Framework of Physical Adversarial Robustness in the Edge VLM Era (arxiv.org)

A Decade of Learning-Based Control: From Theoretic Foundations to Practical Deployment (arxiv.org)

TeachBack: Learning to Teach via Bidirectional Preference Optimization for On-Policy Self-Distillation (arxiv.org)