Methods › Computer Vision › Video Model Blocks › Soft Split and Soft Composition
Soft Split and Soft Composition
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.
Soft Split and Soft Composition are video frame based operations used in the FuseFormer architecture, specifically the FuseFormer blocks. We softly split each frame into overlapped patches and then softly composite them back, by using an unfold and fold operator with patch size k being greater than patch stride s. When compositing patches back to its original spatial shape, we add up feature values at each overlapping spatial location of neighboring patches.
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.
-
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