AI News

Reinforcement Learning for Optimal Experiment Design in Parameter Identification of Mechatronic Systems (arxiv.org)

InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate (arxiv.org)

MindClaw: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention (arxiv.org)

MedGym:A Unified Continuous-Time Benchmark for Dynamic Medical Treatment Reinforcement Learning (arxiv.org)

On the Recoverability of Causal Relations from Bulk Gene Expression Data (arxiv.org)

Quality-Diversity Evolution for Discovering Diverse Vulnerabilities in LLM Safety (arxiv.org)

Make Mechanistic Interpretability Auditable: A Call to Develop Guidelines via Continuous Collaborative Reviewing (arxiv.org)

VET: A Framework for Analyzing AI Discourse (arxiv.org)

Online Packet Scheduling with Deadlines and Learning (arxiv.org)

Aligning Cellular Sheaves with Classifier Attention for Interpretable Weakly-Supervised Pathology Localization (arxiv.org)

SMH-Bench: Benchmarking LLM Agents for Environment-Grounded Reasoning and Action in Smart Homes (arxiv.org)

How to Correctly Report LLM-as-a-Judge Evaluations (arxiv.org)

Subliminal Learning is a LoRA Artifact (arxiv.org)

AGENTCL: Toward Rigorous Evaluation of Continual Learning in Language Agents (arxiv.org)

A Protocol-Language Model for Network Intrusion (Without Deep Packet Inspection) (arxiv.org)

Bridging Reasoning Trajectories in On-Policy Distillation via Near-Future Guidance (arxiv.org)

S3TS: Stochastic Scenario-Structured Tree Search for Advanced Planning Under Uncertainty (arxiv.org)

CEON: Circular Economy Ontology Network (arxiv.org)

ATLAS: Agentic Test-time Learning-to-Allocate Scaling (arxiv.org)

Bridging the Sim-to-Real Gap in Semiconductor Visual Program Synthesis via Input Binarization (arxiv.org)

RobustModelMaker: Coupling Bootstrap Stability Selection with Leakage-Safe Nested Cross-Validation for Scientific Machine Learning (arxiv.org)

Effects of Varying LLM Access on Essay Writing Behavior (arxiv.org)

Agentic Authoring of Interactive Multiview Visualizations in Genomics (arxiv.org)

AdaKernel: Learning Adaptive Kernel Parameters for Spatiotemporal Graph Neural Networks (arxiv.org)

Ablating Archetypes: The Stability of Archetypal SAEs is an Artifact of Initialization and Metric Design (arxiv.org)

Measuring and Mitigating Bias in Code Generated by Large Language Models (arxiv.org)

COLLIE: Guiding Skill Discovery in Semantically Coherent Latent Space (arxiv.org)

GLIDE: Graph-guided Leap Inference for Diffusion Estimation of Spatio-Temporal Point Processes (arxiv.org)

Rare Events, Real Signals: Functional Ensembles as Units of Computation in Deep Spiking Networks (arxiv.org)

Why Are DMD Students Lazy? Understanding the Copying Behavior in Few-Step Distillation (arxiv.org)

A Minimalist Brain-Computer Musical Interface for Real-Time Emotion-Driven Sonification: System Design and Preliminary Evaluation (arxiv.org)

EVA-Net: Subject-Independent EEG Motor Decoding with Video-Derived Motor Priors (arxiv.org)

On the Uncertainty Quantification Ability of Tabular Foundation Models (arxiv.org)

Distributed GNEP Algorithms without Multiplier Sharing and Applications to Multi-Robot Coordination and Contextual Bandit-Based Active Learning (arxiv.org)

Error Bounds for a Diffusion Model-Based Drift Estimator (arxiv.org)

Score $\times$ Decoder: A Unified View of Unsupervised Inference-Time Scaling for Hallucination Mitigation (arxiv.org)

A Distribution-Free Framework for Rewrite-Based Human-text Detection via Knockoff Filtering (arxiv.org)

How Hard Can It Be? Hardness-Aware Multi-Objective Unlearning (arxiv.org)

Efficient Synthetic Network Generation via Latent Embedding Reconstruction (arxiv.org)

PaCX-MAE: Physiology-Augmented Chest X-Ray Masked Autoencoder (arxiv.org)

Cross-Axis Feature Fusion with Joint-Wise Motion Difference Prediction for Text-Based 3D Human Motion Editing (arxiv.org)

Sharpness-Aware Hybrid Model Learning for Architecture-Agnostic Parameter Estimation (arxiv.org)

When Parallelism Pays Off: Cohesion-Aware Task Partitioning for Multi-Agent Coding (arxiv.org)

RLVR without Ineffective Samples: Group Prioritized Off-Policy Optimization for LLM Reasoning (arxiv.org)

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs (arxiv.org)

From Performance to Viability: A Bootstrap Framework for Latent-Space Representation Learning in Adaptive Biological Systems (arxiv.org)

UR-JEPA: Uniform Rectifiability as a Regularizer for Joint-Embedding Predictive Architectures (arxiv.org)

Flow Matching for Convective-Scale Precipitation Downscaling (arxiv.org)

Value-Free Policy Optimization via Reward Partitioning (arxiv.org)

Truthful AI Advisors: A Pre-Specified Benchmark for Large Language Model Honesty Under Preference Misalignment (arxiv.org)