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arXiv 2610.22347 · cs.CV · 2026-10-15

Speculative Forcing for Efficient Autoregressive Video Generation

Hyunwook Choi, Seungryong Kim, Dongyoon Han, Sangdoo Yun

NAVER AI Lab

In latest · #159 Added on 2026-10-21

One-line takeaway

Speculative Forcing treats intermediate estimates as drafts and accepts converged tokens early to speed up autoregressive video generation.

推测式强制把中间去噪结果当草稿,提前接受已收敛的 token,加速自回归视频生成。

93HF upvotes
21GitHub stars
0Citations (Semantic Scholar)
55.2Buzz score

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Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

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