Preprint
Aug 2026
Ring Forcing: Towards Precise Long-Term Memory for Autoregressive Video Diffusion
Ring Forcing is presented, an autoregressive video diffusion framework designed to robustly construct and precisely utilize long-term memory and a sparse RoPE mechanism to enable flexible, scalable memory adaptation while fully exploiting pre-trained priors.
Bowen Xue, Brandon Y. Feng, Chenguo Lin et al.
· 6 citations