2026
SciEducator: Scientific Video Understanding and Educating via Deming-Cycle Multi-Agent System
CVPR 2026
Recent advancements in multimodal large language models (MLLMs) and video agent systems have significantly improved general video understanding. However, when applied to scientific video understanding and educating--a domain that demands external professional knowledge integration and rigorous step-