AI News

A Systematic Approach for Selecting Trajectories for Data Augmentation (arxiv.org)

Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering (arxiv.org)

XtrAIn: Training-Guided Occlusion for Feature Attribution (arxiv.org)

Diffusion Forcing Planner: History-Annealed Planning with Time-Dependent Guidance for Autonomous Driving (arxiv.org)

Optimal Post-Training Quantization Scales and Where to Find Them (arxiv.org)

LIBERO-Occ: Evaluating and Improving Vision-Language-Action Models under Scene-Induced Occlusion via Viewpoint Imagination (arxiv.org)

From Perception to Action: Can UI Interventions Foster Sustainable LLM Chatbot (arxiv.org)

Janus: A Benchmark for Goal-Conditioned Information Distortion in LLMs (arxiv.org)

When Do Autoregressive Sequence Models Forecast Physical Wavefields? A Controlled Study on Synthetic Seismograms (arxiv.org)

Spatiotemporal Graph Transformer for 3D Neighborhood Interaction and Quality Prediction in Metal Additive Manufacturing (arxiv.org)

Alignment Defends LLMs from Property Inference Attacks (arxiv.org)

A Continuous-Time Markov Chain Framework for Insertion Language Models (arxiv.org)

Learning Entropy and Spatial Adaptation Dynamics of Multilayer Perceptrons for Structural Point Extraction (arxiv.org)

Pose-ICL: 3D-Aware In-Context Learning for Pose-Controllable Subject Customization (arxiv.org)

A Unified Siamese Learning Framework for Zero-Day Anomaly Detection and Classification in Optical Networks (arxiv.org)

Earth-OneVision: Extending Remote Sensing Multimodal Large Language Models to More Sensor Modalities and Tasks (arxiv.org)

Beyond APIs: Probing the Limits of MLLMs in Physical Tool Use (arxiv.org)

Dep-LLM: Training-Free Depression Diagnosis via Evidence-Guided Structured Multi-factor with Reliable LLM Reasoning (arxiv.org)

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation (arxiv.org)

Attention-Discounted Adaptive Sampler for Masked Diffusion Language Models (arxiv.org)

Spatial-Omni: Spatial Audio Understanding Integration in Multimodal LLMs via FOA Encoding (arxiv.org)

Detecting Knowledge Gaps from Conversational AI Interactions Using Curriculum Prerequisite Graphs (arxiv.org)

YUBI: Yielding Universal Bidigital Interface for Bimanual Dexterous Manipulation at Scale (arxiv.org)

Exploration of Foundation Model-Based Robots in Patient and Elderly Care (arxiv.org)

Improving Text-Instance Alignment Of Foreground Conditioned Out-Painting Via Customized Concept Embedding (arxiv.org)

An Improved Generative Adversarial Network for Micro-Resistivity Imaging Logging Restoration (arxiv.org)

Density Ridge Selective Prediction for LLM and VLM Hallucination Detection under Calibration Label Scarcity (arxiv.org)

Integral Field Unit Spectroscopy with One Fiber (arxiv.org)

Fisher-Guided Progressive Parameter Selection for Adaptive Fine-Tuning (arxiv.org)

BiWM: Advancing Open-Source Interactive Video World Models with Bidirectional Autoregression (arxiv.org)

FedSteer: Taming Extreme Gradient Staleness in Federated Learning with Corrective Projections and Caching (arxiv.org)

MetaPlate: Counterfactual-Guided RAG-LLM Tool for Personalized Food Recommendation and Hyperglycemia Prevention (arxiv.org)

Emotion Profiling in LLM-Based Literary Translation: Systematic Shifts Across MT and Post-Editing (arxiv.org)

What makes a harness a harness: necessary and sufficient conditions for an agent harness (arxiv.org)

Unsupervised Style Representation Learning for AI-Text Detection via Paraphrase Inversion (arxiv.org)

Quality Is Not a Safety Proxy Under Quantization (arxiv.org)

Compositional Generative Modeling from Decentralized Data (arxiv.org)

Ambiguous Strategic Classification (arxiv.org)

Discovering Interpretable Multi-Parameter Control Policies for Evolutionary Algorithms Using Deep Reinforcement Learning (arxiv.org)

Decision-Making under Combinatorial Risk (arxiv.org)

Structured Adaptive Tensor Prediction for Streaming Data (arxiv.org)

Efficient AI-Inspired Reduction of Feynman Integrals via Tube Seeding (arxiv.org)

Do LLMsMakeNeural Distinguishers Wise? (arxiv.org)

An adaptive framework for the axisymmetric pulsar magnetosphere using physics-informed Kolmogorov-Arnold networks (arxiv.org)

ClusBench: The Clustering Benchmark Data Resource You've All Been Waiting For (?) (arxiv.org)

Profy: Interpretable Visualization of Expertise-Dependent Motor Skills Toward Supporting Piano Practice (arxiv.org)

A Bayesian Network Approach for Enhancing Security-Focused Decision Support Systems (arxiv.org)

The Role of Feedback Alignment in Self-Distillation (arxiv.org)

ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models (arxiv.org)

ABC-Bench: An Agentic Bio-Capabilities Benchmark for Biosecurity (arxiv.org)