Compress to Remember: Learning Compact Memory via On-Policy Distillation for Long Video Generation

Xiaoyu Wu, Weihang Guo, Yifei Wang +3

Standard video generators do not natively compact historical context into reusable memory tokens. As generation continues, the growing history makes it increasingly difficult to re…