Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation Paper • 2607.24731 • Published 10 days ago • 76
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Paper • 2607.05382 • Published 28 days ago • 87
Workflow-GYM: Towards Long-Horizon Evaluation of Computer-use Agentic tasks in Real-World Professional Fields Paper • 2606.11042 • Published Jun 9 • 22
Detector-Empowered Video Large Language Model for Efficient Spatio-Temporal Grounding Paper • 2512.06673 • Published May 9
Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation Paper • 2605.12034 • Published May 13 • 6
Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning Paper • 2509.03646 • Published Sep 3, 2025 • 33
Reverse-Engineered Reasoning for Open-Ended Generation Paper • 2509.06160 • Published Sep 7, 2025 • 151
VideoScore2: Think before You Score in Generative Video Evaluation Paper • 2509.22799 • Published Sep 26, 2025 • 26
Dr. Bench: A Multidimensional Evaluation for Deep Research Agents, from Answers to Reports Paper • 2510.02190 • Published Jan 29 • 20
Infinity Parser: Layout Aware Reinforcement Learning for Scanned Document Parsing Paper • 2510.15349 • Published Oct 17, 2025
From Illusion to Intention: Visual Rationale Learning for Vision-Language Reasoning Paper • 2511.23031 • Published Nov 28, 2025 • 1
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience Paper • 2601.15876 • Published Jan 22 • 92
Understanding by Reconstruction: Reversing the Software Development Process for LLM Pretraining Paper • 2603.11103 • Published Mar 11 • 9
SWE-QA-Pro: A Representative Benchmark and Scalable Training Recipe for Repository-Level Code Understanding Paper • 2603.16124 • Published Mar 17 • 3
RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time Paper • 2604.11626 • Published Apr 13 • 103
RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time Paper • 2604.11626 • Published Apr 13 • 103
MedOpenClaw: Auditable Medical Imaging Agents Reasoning over Uncurated Full Studies Paper • 2603.24649 • Published Mar 25 • 31