LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation Paper • 2510.11063 • Published Oct 13, 2025 • 1
UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation Paper • 2601.11522 • Published 17 days ago • 17
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head Paper • 2601.07832 • Published 21 days ago • 51
OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value Paper • 2512.14051 • Published Dec 16, 2025 • 46
REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once Paper • 2507.10541 • Published Jul 14, 2025 • 30
InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Paper • 2506.12411 • Published Jun 14, 2025
ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning Paper • 2509.21070 • Published Sep 25, 2025 • 9
Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning Paper • 2510.04081 • Published Oct 5, 2025 • 23
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation Paper • 2510.11063 • Published Oct 13, 2025 • 1
DeH4R: A Decoupled and Hybrid Method for Road Network Graph Extraction Paper • 2508.13669 • Published Aug 19, 2025 • 1
Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation Paper • 2507.05948 • Published Jul 8, 2025 • 1
Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning Paper • 2507.17512 • Published Jul 23, 2025 • 37
LeVo: High-Quality Song Generation with Multi-Preference Alignment Paper • 2506.07520 • Published Jun 9, 2025 • 6
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges Paper • 2504.19093 • Published Apr 27, 2025 • 18
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis Paper • 2504.12322 • Published Apr 11, 2025 • 28
LEMMA: Learning from Errors for MatheMatical Advancement in LLMs Paper • 2503.17439 • Published Mar 21, 2025 • 15
MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion Paper • 2503.16212 • Published Mar 20, 2025 • 25