DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models Paper • 2610.35201 • Published 13 days ago • 15
The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents Paper • 2610.36077 • Published 13 days ago • 160
What Did the Agent Actually Do? Evidence-Grounded Oversight for Long-Horizon Agents Paper • 2610.06406 • Published Oct 5 • 20
AdSpark: A Large-Scale Dataset and Benchmark for Product-Centric Advertisement Video Generation Paper • 2610.10047 • Published Oct 7 • 5
World Editing: Intervening on Executable Worlds at Increasing Depth Paper • 2610.02331 • Published Oct 1 • 17
Can MiniMax-H3 Reason About the Physical World? An Evaluation of Omni-Modal Generative Model Paper • 2609.18323 • Published Sep 16 • 58
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 49
Beyond Solver Verdicts: Generative Reward Models for Autoformalization Paper • 2609.11085 • Published Sep 10 • 12
FreeFlow: A Bias-free Hierarchical Transformer for Optical Flow Estimation Paper • 2609.11486 • Published Sep 10 • 14