Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning Paper • 2607.08393 • Published 10 days ago • 18
MeanFlowNFT: Bringing Forward-Process RL to Average-Velocity Generators Paper • 2607.15273 • Published 4 days ago • 12
MERIT: Learning Disentangled Music Representations for Audio Similarity Paper • 2605.27346 • Published May 26 • 8
GrepSeek: Training Search Agents for Direct Corpus Interaction Paper • 2605.29307 • Published May 28 • 117
Topology-Preserving Neural Operator Learning via Hodge Decomposition Paper • 2605.13834 • Published May 13 • 5
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution Paper • 2605.18401 • Published May 18 • 130
PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents Paper • 2605.10341 • Published May 11 • 35
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published May 7 • 238
EDU-CIRCUIT-HW: Evaluating Multimodal Large Language Models on Real-World University-Level STEM Student Handwritten Solutions Paper • 2602.00095 • Published Apr 30 • 3
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published May 7 • 116
SciLT: Long-Tailed Classification in Scientific Image Domains Paper • 2604.03687 • Published Apr 4 • 8
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 510
CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence Paper • 2603.28032 • Published Mar 30 • 344
RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing Models Paper • 2603.25502 • Published Mar 26 • 58
Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models Paper • 2603.17051 • Published Mar 17 • 109
SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models Paper • 2603.16859 • Published Mar 17 • 248