MIRA: A Multimodal Illustrated Deep Research Agent for Controllable Reports Paper • 2610.25926 • Published 18 days ago • 20
Turns Matter: Advancing Streaming Video RL via Turn-Level Credit Paper • 2611.06728 • Published 2 days ago • 121
Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation Paper • 2507.23440 • Published Jul 31, 2025 • 2
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 241
STAR-S: Improving Safety Alignment through Self-Taught Reasoning on Safety Rules Paper • 2601.03537 • Published Jan 7 • 1
CATCH: A Controllable Analysis Testbed for Reward Hacking in Coding RL Paper • 2609.39533 • Published Oct 1 • 20
Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening Paper • 2609.18708 • Published Sep 16 • 56
InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning Paper • 2606.12195 • Published Jun 10 • 24
KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration Paper • 2605.14278 • Published May 14 • 36