AI News

Restoration Flow Matching-Based Channel Refinement and Equalization Correction for MIMO Semantic Communications (arxiv.org)

MS-GPT: Rethinking MS/MS De Novo Structure Elucidation as Spectrum-Induced Posterior Querying of a Molecule-Language Model (arxiv.org)

From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search (arxiv.org)

proxymate: Diagnosis and Adjustment of Proxy Estimates for Reliable Inference (arxiv.org)

Understanding Machine Unlearning Through the Lens of Mode Connectivity (arxiv.org)

Offline-to-Online Creative Optimization with Generative Models and Adaptive Testing (arxiv.org)

Approximate reservoir computing with a semiconductor laser for reducing energy consumption (arxiv.org)

AIR-BENCH Live: An Evolving Safety Benchmark for Foundation Models (arxiv.org)

HeraSys: Collaborative Serving of Multiple LLM Workflows via Fine-Grained End-to-End Optimization (arxiv.org)

Causal-TS: A Python Library for Causal Discovery in High-Dimensional and Nonstationary Time Series (arxiv.org)

Decentralized Causal Discovery using Judo Calculus (arxiv.org)

Amortized Bayesian Causal Discovery of Extended Factor Graphs (arxiv.org)

An empirical investigation into the properties of standard word embeddings (arxiv.org)

How LLM Task-Adaptation Reshapes Alignment: A Multi-dimensional Study of Behavioral and Representational Drift (arxiv.org)

Variational-Ising-Attention (VIA):TailoredAttentionMattersfor Science (arxiv.org)

Loss-Aware Feature-Map Pruning in Convolutional Neural Networks Using Multi-Armed Bandits (arxiv.org)

Distributional Split Criteria for Random Forests: Extensions, Shrinkage, and the Robustness of Mean Splitting (arxiv.org)

Online Fair Division with Budget Constraints (arxiv.org)

Like a Baby: Visually Situated Neural Language Acquisition (arxiv.org)

Reinforcement Learning for Heterogeneous Sensor Selection in Maritime Surveillance (arxiv.org)

Joint Flow Matching for Generator-Consistent Classification (arxiv.org)

A New Kind of Adversarial Example: Measuring the Human-Model Gap, and Its Relationship to OOD Detection (arxiv.org)

Visual Token Compression Enhances Robustness of MLLMs (arxiv.org)

Statistically Supported LLM Ingredient and Recipe Data Collection in Computational Nutrition (arxiv.org)

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs (arxiv.org)

A Model for Imbalanced Label Aggregation: A Focus on Minority-Class Detection (arxiv.org)

Multi-Objective Structured Pruning of LLMs for Latency and Model Size Optimization (arxiv.org)

TRACE-CTI: Auditable Post-Extraction Governance of TTP Claims with Knowledge Graphs (arxiv.org)

CALMRec: Causally Aligned Language Memory for Long-Horizon Recommendation (arxiv.org)

Visible-Light Imaging Diagnosis of Neutral Particle Emission Tomography in the Tokamak Divertor: An Efficient Transformer-based Surrogate Model (arxiv.org)

Gubernaut: A Deterministic Homeostatic Controller for Affect-Regulated LLM Agents, Validated Across Independent Model Families (arxiv.org)

Beyond Block Boundaries: Multi-Block Editing for Diffusion Large Language Models (arxiv.org)

DSCH-Loss: A Dynamic Semantic Channel Objective for Deep Semantic Hashing (arxiv.org)

LLM-Assisted Ontology Engineering and Construction of a French Legal Knowledge Graph (arxiv.org)

Hallucination Rates in Language Generation (arxiv.org)

Nanbeige4.2-3B: Unlocking Agentic Capabilities in a Compact Model (arxiv.org)

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi (arxiv.org)

Two-Timescale Hierarchical Reinforcement Learning for Resilient Operations (arxiv.org)

Unequal Trips, Unequal Places: Diagnosing and Mitigating Delay Inequity in Autonomous Vehicle Fleet Coordination (arxiv.org)

Context-Adaptive Inference: A Unified Statistical and Foundation-Model View (arxiv.org)

A Fixed-Effects Causal Forest for Staggered Adoption, with an Application to Medicaid Expansion (arxiv.org)

PhononBench-MP40: a spectrum-resolved benchmark dataset for phonon stability (arxiv.org)

A Resolution of the SS--RS--GD Inequalities (arxiv.org)

MIME: Multimodal Interactive Motion Encoder (arxiv.org)

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis (arxiv.org)

Spectral-Aware Analytic Class-Incremental Learning for Long-Tailed Distributions (arxiv.org)

Synthetic Scenario Generation for Evaluation of Industry 4.0 Agents (arxiv.org)

MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models (arxiv.org)

Epistemic Norms for AI Safety and Alignment Research (arxiv.org)

Long-Tailed Medical Image Classification (arxiv.org)