Xiulian Peng

CoTriSyGen achieves unprecedented long-range coherence in video generation by integrating visual evidence into a dynamic memory system, drastically reducing identity drift across shots.

Transforming long videos into lightweight, reusable knowledge representations could redefine the efficiency of video understanding systems.