Video-R4: Reinforcing Text-Rich Video Reasoning with Visual Rumination Paper • 2511.17490 • Published Nov 21, 2025 • 21
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data Paper • 2510.09781 • Published Oct 10, 2025 • 26
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models Paper • 2510.05034 • Published Oct 6, 2025 • 49
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting Paper • 2504.05541 • Published Apr 7, 2025 • 15
Token-Efficient Long Video Understanding for Multimodal LLMs Paper • 2503.04130 • Published Mar 6, 2025 • 96