AI News

CWE-bench: Refocusing Agentic Security from Exploitation to Defense (arxiv.org)

ProbabilityBench: Model Evaluation and Calibration with Exact Ground-Truth Uncertainty (arxiv.org)

MAGNET: Manifold-Aware Graph Diffusion Network for Connectome Generation (arxiv.org)

Governing Copyright Responsibly in the Era of Generative AI (arxiv.org)

TabGift: A Context-Efficient Foundation Model for Tabular Data Generation (arxiv.org)

AUGUstus: Autonomous Driving VLA Model with Unified Generation and Understanding (arxiv.org)

Virtual Head Attention (arxiv.org)

How Reliable Are Large Language Models for Soil Organic Carbon Assessment? An Australian Benchmark (arxiv.org)

From Suboptimal to Optimal: One-Step Latent Flow Policies for Offline Reinforcement Learning (arxiv.org)

WeGR: Unified Generative Retrieval for Industrial Search Systems in WeChat (arxiv.org)

The Value of Being Wrong: Self-Mined Visual In-Context Learning from Errors (arxiv.org)

Proactive Physical AI through Continuous Observation and Timely Intervention (arxiv.org)

SarcasTraps: Effect of Sarcasm on Turkish Hate Speech Detection (arxiv.org)

ResearchFlow-Eval: Tracing the Execution Gap in End-to-End Multi-Claim Autoresearch (arxiv.org)

Privacy-Preserving GNN Inference on Financial Transaction Graphs via Homomorphic Encryption (arxiv.org)

ProtoPur: Prototype-Purity Pseudo-Labeling for Weakly Supervised Instance Learning in Pathology (arxiv.org)

UA-Bench: Benchmarking Large Audio-Language Models on Underwater Acoustic Recognition (arxiv.org)

KNN Implementation Details Can Dramatically Change Performance: An Example from Cover Trees (arxiv.org)

RoboSimStudio: An Interactive Toolkit for Human and Agent Rapid Real2Sim of Robot Manipulation Tasks (arxiv.org)

Social Priors: Descriptions of AI Users Shape How Language Models Trust and Cooperate (arxiv.org)

PrismQuant: Optimal Null-Space Rotations for Grouped Quantizers (arxiv.org)

Comparing GenAI to Machine Learning and Manual Review for eDiscovery (arxiv.org)

Davinci-Tool: Scaling Agentic Tool-Use Supervision with Verifiable Executable Environments (arxiv.org)

A Scaled-Up Empirical Study of Syntactic Language Models (arxiv.org)

Unsupervised Data Drift Monitoring for Deployed Deepfake Speech Detectors (arxiv.org)

DTA-GT: Direction- and Topology-Aware Graph Transformer for Neural Network Representation Learning (arxiv.org)

Growing to See: Efficient Pretraining of Self-Supervised Vision Transformers (arxiv.org)

StableJudge: A Lightweight Adversarial Defense Framework for LLM-as-a-Judge (arxiv.org)

X-Safe: Embodiment-Agnostic Safeguarding for Robot Arm Manipulation Policies via Action Masking (arxiv.org)

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning (arxiv.org)

D2: High-Capability Full-Duplex Spoken Language Models from Half-Duplex Backbones (arxiv.org)

Deep learning from a control vantage point (arxiv.org)

DexFLEX: Contact-Aware Foundation Controller for Command-Guided Dexterity (arxiv.org)

TraceSampler: Making Sampling Errors Predictable and Correctable for Accelerated Generative Sampling (arxiv.org)

EV-JEPA: Elastic V-JEPA for Any Device and Cross-Device Inference (arxiv.org)

GameSmith: Scaling Zero-Sum Self-Play with Synthesised Games (arxiv.org)

RUBATO: Decoupled Clocks Allow Full-Duplex Models to Think as Fast as They Can (arxiv.org)

GeoFix: Geometry Fixing for 4D Consistent Generation (arxiv.org)

Akule: Fast and Scalable Multi-Robot Motion Planning via Sparse Interaction Diffusion (arxiv.org)

Agentic Data Engineering for LLMs: System Design and a Controlled Empirical Study (arxiv.org)

Latent World Action Model for GUI Agents (arxiv.org)

CAPTOR: a vision-language foundation model for Chest-Abdomen-Pelvis Oncologic CT (arxiv.org)

Learnable Low-Rank Polynomial Sketch for Effective Linear Attention (arxiv.org)

Cortex: Measurement-Gated Evolution and Pruning of Coding-Agent Skills and Rules (arxiv.org)

Do you "see" what I "see"? A Multi-panel Visual Question Answer Dataset for Large Language Model Chart Analysis (arxiv.org)

Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation (arxiv.org)

Beyond Gate Weights: Decision-Level Interpretation of Radiomics-Image Feature Fusion for RCC Classification (arxiv.org)

Beyond Discrimination: Evaluating Probability Calibration in Radiomics-Image Fusion for Renal Cell Carcinoma Classification (arxiv.org)

Learning How to Remember: Memory Modality Selection for GUI Agents (arxiv.org)

Embodied Zero-Shot Task Planning via Hardware-Aware LLM-VLM Integration for Grounded Robotic Manipulation (arxiv.org)