AI News

Error Correction in Trained TTT Layers (arxiv.org)

Guarded Block Transfers for Polytope Distance: Linear Convergence with Explicit Constants and Gap-Certified Screening for SVM Training (arxiv.org)

Look, Reason, Draw a Region: Recursive Refinement for Spatial Context Prediction (arxiv.org)

How the elastic axis folds the transonic flutter boundary: shock energy transfer and conformally calibrated active learning (arxiv.org)

Learning angles for quantum approximate optimization (arxiv.org)

Towards Hyperparameter Transfer for Differentially Private Optimization (arxiv.org)

FlashReFocus: Interactive Image Refocusing in Seconds (arxiv.org)

The Optimal Ranking Tradeoffs Between Two Ranking Scores in Two-Class Classification (arxiv.org)

Distributed Performance Boosting through Neural Control for Plug-and-Play Networks (arxiv.org)

A Class of R\'enyi-based Concentration Metrics for Kolmogorov-Arnold Geometry in Multilayer Perceptrons (arxiv.org)

The Reliance Hypothesis: Chain-of-Thought Faithfulness Rises as Language Resource Level Falls (arxiv.org)

NestedVLA: Learning to Consolidate and Generate Skills for Vision-Language-Action Models (arxiv.org)

Can the Parts Fool the Test? Counterfactual Pairing Cycles for Relational OOD (arxiv.org)

Minimax-optimal Scaling Laws in Ridge Regression via Transfer Learning (arxiv.org)

Think More or Read More? A Token-Budget Theory of Reasoning with Shared Context (arxiv.org)

Causal Discovery beyond Conditional Independence: Identifiability, Algorithms, and Statistical Inference for Directed Acyclic and Cyclic Graphs (arxiv.org)

Beyond Expected Values: Risk-Sensitive Planning with Distributional Monte-Carlo Tree Search (arxiv.org)

Proportionality in Ranking Compression (arxiv.org)

Boundary Detection for High-Dimensional Point Clouds (arxiv.org)

No-Regret Language Generation (arxiv.org)

DIFFLET: A Fast Inference Engine for Diffusion Transformer Models on AWS Trainium (arxiv.org)

Controlling the Diversity-Quality Trade-Off of LLMs by Merging Models Before and After Alignment (arxiv.org)

How Murky Before a VLM Knows It Cannot See? Accuracy, Confidence and Abstention on a Physical Visibility Axis (arxiv.org)

What Shapes Brain Alignment of Large Language Models during Dialogue? Insights from Language Production and Comprehension (arxiv.org)

COMET: Decoupled Distillation, Routing, and Capacity Control for Task-Agnostic Continual Vision--Language Learning (arxiv.org)

DrugHarness: An Evolvable Agent Harness for Computational Drug Discovery (arxiv.org)

Equivalence testing and run-count design for stochastic machine-learning experiments (arxiv.org)

Exact Tail Laws for Nonlinear SGD with Infinite-Variance Gradients (arxiv.org)

Beyond Uncertainty Reduction: Calibrated Planning for Interactive Diagnosis (arxiv.org)

CDAE: Enhancing Perturbation Robustness in Pretrained Language Models with Contrastive Denoising (arxiv.org)

What is causal about causal models and representations? (arxiv.org)

Missing value imputation with adversarial random forests - MissARF (arxiv.org)

Where's the Indirect Evidence? Investigating Grammatical Generalization with Influence Functions (arxiv.org)

FederatedBytes: Tokenizer-Free, Byte-Level Small Language Models for Efficient Multimodal Federated Learning (arxiv.org)

Competence-Based Evaluation of Logical Reasoning in Large Language Models (arxiv.org)

Reinforcement Learning in MDPs with Information-Ordered Policies (arxiv.org)

Is the Policy Gradient a Gradient? (arxiv.org)

HAPACT: A Benchmark For Human-Centric Physical Impact Localization in Movies (arxiv.org)

Cooperation Without Adaptation: LLM Agents in a Collective-Risk Dilemma (arxiv.org)

Uncertainty-Aware Budget Allocation for Efficient LLM Tree Search (arxiv.org)

Beyond Large Language Models: A Mental World Model Framework for Mental Modeling, Simulation, Evolution, and Interpretability (arxiv.org)

Sample-Efficient Reinforcement Learning for Policy Improvement via Flow-Reversed Action Anchors (arxiv.org)

OwlSight: A Panoramic Monitor for Chain-of-Thought Reasoning (arxiv.org)

Repairing LLM-Generated Specifications with Deterministic Diagnosis (arxiv.org)

GEMS: Molecular Structure Elucidation as Learned Search over Isomer Graphs (arxiv.org)

From Trajectories to Differentiated Skills: Cognitive Differentiation for Self-Improving Agents (arxiv.org)

Demystifying When and Why VLAs Fail in Contact-Rich Tasks and How to Fix Them (arxiv.org)

Causal Edit Serialization (arxiv.org)

Replay Pruning and Few-Bit Integer Inference for Hardware-Efficient Speed-Sign Recognition (arxiv.org)

Reasoning Reranking with Semantic IDs as the Sole Item Representation (arxiv.org)