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

arXiv:2609.36364v1 Announce Type: cross Abstract: Standard video generators do not natively compact historical context into reusable memory tokens. As generation continues, the growing history makes it increasingly difficult to retain information from earlier