Preprint
Aug 2026
JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion
The method combines chunk-wise autoregressive adaptation, Source-Anchored Distribution Matching Distillation, and Long-Horizon Autoregressive Distillation to reduce train--inference mismatch, preserve source fidelity during two-step generation, and mitigate accumulated temporal drift.
Yi-Cheng Xiao, Wenxun Dai, Xinran Qin et al.
· 5 citations