AI News

IEA: Amateur-Friendly Conversational Image Editing Agent via Three Stages of Multitask Alignment (arxiv.org)

Repair Before Veto, When Repair Is Hidden: Quantum-Accessible Features for Repair-Augmented Constraint Learning (arxiv.org)

Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss Landscape (arxiv.org)

Mean Teacher based SSL Framework for Indoor Localization Using Wi-Fi RSSI Fingerprinting (arxiv.org)

Federated Large Language Models: Current Progress and Future Directions (arxiv.org)

Communication-Efficient Federated Learning under Dynamic Device Arrival and Departure: Convergence Analysis and Algorithm Design (arxiv.org)

Discovering Data Structures: Nearest Neighbor Search and Beyond (arxiv.org)

Voting Protocols as Coordination Mechanisms for Role-Constrained Multi-Agent Tutoring Systems (arxiv.org)

Sci-Rho: A Multilingual Visually-Grounded Symbolic Benchmark for STEM Problems (arxiv.org)

GIScholarBench: Benchmarking LLM Overconfidence in GIS Research (arxiv.org)

What's the Point? Spatial Grammar & Index Resolution for Sign Language Processing (arxiv.org)

EgoAERO: Learning Dexterous Manipulation from a Single Egocentric Video without Object Assets (arxiv.org)

Modeling Stochastic Conditional Dynamics from Sparse Observations via Kernel-Stabilized Flow Matching (arxiv.org)

Zero and Few Shot Load Forecasting with Large Language Models (arxiv.org)

BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching (arxiv.org)

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence (arxiv.org)

ePC: Fast and Deep Predictive Coding in Digital Simulation (arxiv.org)

Advancements in Machine Learning and Deep Learning for Early Detection and Management of Mental Health Disorder (arxiv.org)

AccioScene: Compositional 3D Scene Generation via Graph Diffusion and Interaction-driven Critics (arxiv.org)

phepy: Visual benchmarks and improvements for out-of-distribution detectors (arxiv.org)

LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty (arxiv.org)

Enhancing Strawberry Yield Forecasting with Backcasted IoT Sensor Data and Machine Learning (arxiv.org)

Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding? (arxiv.org)

"I understand your perspective": LLM Persuasion and Sycophancy through the Lens of Communicative Action Theory (arxiv.org)

Aligned but Not Partner-Specific: Distinguishing How Multimodal LLM Agents Succeed in Reference Games Without Human-Like Conventions (arxiv.org)

Fast LLM-Based Semantic Filtering: From a Unified Framework to an Adaptive Two-Phase Method (arxiv.org)

Continual Quadruped Robots Coordination via Semantic Skill Discovery (arxiv.org)

Ego-Pi: VLA Fine-Tuning for Ego-Centric Human and Robot Data (arxiv.org)

Human-Centered Benchmarking of Driver Monitoring Models (arxiv.org)

LCAM: A Framework for Diagnosing Interactional Alignment Failures in Con-versational AI (arxiv.org)

RAPID: Layer-Wise Redundancy-Aware Pruning and Importance-Driven Token Merging for Efficient ViT (arxiv.org)

Closing the Sim-to-Real Gap: An Evaluation Framework for Autonomous Cyber Defense Configuration of Commercial EDR (arxiv.org)

The Governance of Human-LLM Interaction: Safety Gating, Civility Steering, and Affective Default Lock-In (arxiv.org)

GlobeAudio: A Multilingual Multicultural Benchmark for Naturalistic Evaluation of Large Audio-Language Models (arxiv.org)

"So There's a Catch-22 Here": How Early Adopters Who Build Multi-Agent LLM Systems Conceptualize Transparency (arxiv.org)

Closing the Prior-Posterior Loop: Self-Reflective Molecular Design with Analysis-Driven LLM Iteration (arxiv.org)

Formalizing Learning from Language Feedback with Provable Guarantees (arxiv.org)

The Sample Complexity of Parameter-Free Stochastic Convex Optimization (arxiv.org)

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment (arxiv.org)

Convergence Bound and Critical Batch Size of Muon Optimizer (arxiv.org)

Disjoint Generation of Synthetic Data (arxiv.org)

Emergence of Context Characteristics Sensitivity in Large Language Models (arxiv.org)

Model Poisoning Against Federated Model Adaptation with Chain of Bit-Flips (arxiv.org)

SecureClaw: Clawing Back Control of LLM Agents (arxiv.org)

FuseFSS: Efficient Secure LLM Inference with Function Secret Sharing (arxiv.org)

CT-VAM: A Cerebello-Thalamic-Inspired Vision-Action Model for Efficient Visuomotor Control (arxiv.org)

In-Context Reinforcement Learning via Communicative World Models (arxiv.org)

Seeing the Hivemind: A Consensus-Aware Interaction Technique for Mitigating AI Homogenization (arxiv.org)

I Was Scrolling and Then I Saw a Pregnant Strawberry (arxiv.org)

Shape Formation for the Cooperative Transportation of Arbitrary Objects Using Multi-Agent Reinforcement Learning (arxiv.org)