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Jun-Chao Yi

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Preprint Oct 2026

Glance Forcing: Making Bidirectional Diffusion Autoregressive at a Glance

Autoregressive generation underlies real-time, causal video synthesis and is the backbone of video world models. Today's dominant approach distills a bidirectional diffusion model into a causal few-step student, but existing pipelines make this conversion prohibitively expensive, requiring offline Probability Flow ODE}...

Zhuo-Bai Dong, Jun-Chao Yi, Hu-Jian Guo et al. · 0 citations

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