Preprint
Aug 2026
Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation
Context-Matched Distillation (CMD) is introduced, a causal DMD framework that aligns teacher supervision with the information available when each target is generated, and naturally extends to frame-wise and chunk-wise generation, long video distillation, and camera-conditioned distillation.
Hmrishav Bandyopadhyay, Xuanchi Ren, Zijian Huang et al.
· 3 citations