#dmd

1 articles

01 ·★ MEMBER·PAPER·12 min read Paper Deep Dive: Mask Forcing — Fixing Autoregressive Video Diffusion Distillation with a Dual-Noise Mask Distilling a bidirectional video diffusion teacher into a real-time autoregressive student tends to produce over-saturated, over-smoothed video. Mask Forcing eases this mode collapse by randomly swapping some tokens in the student's own rollout for slightly cleaner ones — no real data, no extra post-training stage.