Preprint Open access
VideoEvolve: Co-Evolving Memory and Retrieval for Long Video Understanding
Long video understanding increasingly relies on external memory to organize massive visual streams into compact representations. However, most memory-based methods dynamically adapt how information is retrieved for different questions, while largely fixing what is remembered. This mismatch makes missing details costly …