Methods › Computer Vision › Video Model Blocks › FuseFormer Block
FuseFormer Block
Introduced by Rui Liu et al. in FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A FuseFormer block is used in the FuseFormer model for video inpainting. It is the same to standard Transformer block except that feed forward network is replaced with a Fusion Feed Forward Network (F3N). F3N brings no extra parameter into the standard feed forward net and the difference is that F3N inserts a soft-split and a soft composite operation between the two layer of MLPs.
Papers archive 2025-07-28
1 shown of 1, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting 7 Sep 2021 · 1 repository · arXiv:2109.02974Syntology ran 10 of 11 samples · 1 unverified · 11 pointer-only (licence)
Tasks archive 2025-07-28
2 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Seeing Beyond the Visible | 1 |
| Video Inpainting | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections