AI News

The Distributed Detectability Band Against Marginal-Preserving Attacks (arxiv.org)

Decoupling Thought from Speech: Knowledge-Grounded Counterfactual Reasoning for Resilient Multi-Agent Argumentation (arxiv.org)

Vision-Assisted Foundation Model for Solving Multi-Task Vehicle Routing Problems (arxiv.org)

A Survey of Robotic Navigation and Manipulation with Physics Simulators in the Era of Embodied AI (arxiv.org)

Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries (arxiv.org)

Detecting Speculative Language in Biomedical Texts using Recurrent Neural Tensor Networks (arxiv.org)

SkillResolve-Bench: Measuring and Resolving Same-Capability Ambiguity in Agent Skill Retrieval (arxiv.org)

Beyond Absolute Imitation: Anchored Residual Guidance for Privileged On-Policy Distillation (arxiv.org)

Trainability of IQP Quantum Circuit Born Machines Under Gaussian Initialization (arxiv.org)

Effective Training Principles of Physical Reservoirs (arxiv.org)

Pareto-Guided Teacher Alignment for Fair Personalized Text Generation (arxiv.org)

Agentic Hybrid RAG for Evidence-Grounded Muon Collider Analysis (arxiv.org)

Inside the Latent Flow: Causal Deciphering of Attention Dynamics in Audio Separation Foundation Models (arxiv.org)

Generalized-CVO: Fast and Correspondence-Free Local Point Cloud Registration with Second Order Riemannian Optimization (arxiv.org)

DeRA-MOS: Optimizing Text-to-Music Evaluation via Decoupled Listwise Ranking and Modality Alignment (arxiv.org)

Geometry-Aware Anisotropic Boundary Correction for Aerodynamic Simulation (arxiv.org)

FOGO: Forgetting-aware Orthogonalization Optimizer (arxiv.org)

Duality for Optimal Multi-Item, Multi-Bidder Auction Design: Revenue Certificates through Deep Learning (arxiv.org)

SoK: Colluding Adversaries in Machine Learning Pipelines (arxiv.org)

CodeAlchemy: Synthetic Code Rewriting at Scale (arxiv.org)

A Controlled Audit of Pretraining Contamination in Public Medical Vision-Language Benchmarks (arxiv.org)

GHOST: Hierarchical Sub-Goal Policies for Generalizing Robot Manipulation (arxiv.org)

Learning the Universe: Posterior Reliability of Neural Generative Models in High-Dimensional Field-Level Inference of Cosmic Initial Conditions (arxiv.org)

JGRA: Jacobian Geometry Robustness Assessment in NISQ Noise-Aware Quantum Neural Networks (arxiv.org)

Data-aware Static Analysis: Improving Detection of Semantic Faults in Machine Learning Code Using Data Characteristics (arxiv.org)

Multi-task LLMs for Bug Classification: Efficient Inference with Auxiliary Decoding Heads (arxiv.org)

Towards Critical Branching Mechanism in Recurrent Neural Networks (arxiv.org)

Stochastic weather generators for high-frequency wind vector time series (arxiv.org)

Compile Once, Differentiate Everywhere: A Differentiable Meta-Circular Interpreter (arxiv.org)

On the Controllability-Fidelity Frontier in Diffusion Editing (arxiv.org)

WHU-Infra3D: A Full-stack Multi-modal Dataset and Benchmark for 3D Roadside Infrastructure Inventory (arxiv.org)

Uncertainty-Aware Motion Planning for Autonomous Driving in Mixed Traffic Environment (arxiv.org)

GitInject: Real-World Prompt Injection Attacks in AI-Powered CI/CD Pipelines (arxiv.org)

A Note on the Strategic Confinement Problem (arxiv.org)

A Theory on Flow Matching with Neural Networks (arxiv.org)

Efficiently Learning Drifting Halfspaces with Massart Noise (arxiv.org)

DAH-Net: A Dual-Attention Hybrid Network for Interpretable and Robust EEG-Based Emotion Recognition (arxiv.org)

Overcoming Rank Collapse in Feedback Alignment (arxiv.org)

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning (arxiv.org)

Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning (arxiv.org)

Unifying Local Communications and Local Updates for LLM Pretraining (arxiv.org)

Exploring the Design Space of Reward Backpropagation for Flow Matching (arxiv.org)

Dynamics of Adversarial Attacks on Large Language Model-Based Search Engines (arxiv.org)

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning (arxiv.org)

PRISM: Parallel Residual Iterative Sequence Model (arxiv.org)

A Comprehensive Inference-Time Augmentation Framework in Physiological Signals: Application to PPG-Based AF Detection (arxiv.org)

Validation-Stage Combinatorial Fusion Analysis for Imbalanced Credit-Card Fraud Detection (arxiv.org)

When Metrics Disagree: A Meta-Analysis of Knowledge-Graph-Completion Model Benchmarking (arxiv.org)

Revisiting Positive Samples in Graph Contrastive Learning: From the Perspective of Message Passing (arxiv.org)

MinhwaNet: Faithful but Insufficient Object Grounding in Korean Folk Painting (arxiv.org)