Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs Paper • 2608.20492 • Published Aug 20 • 54
Towards Universal Video MLLMs with Attribute-Structured and Quality-Verified Instructions Paper • 2602.13013 • Published Feb 13 • 55
Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling Paper • 2603.04791 • Published Mar 5 • 21