Methods › General › Miscellaneous Components › Deflation
Deflation
Introduced by Jean-Baptiste Alayrac et al. in Self-Supervised MultiModal Versatile Networks
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Deflation is a video-to-image operation to transform a video network into a network that can ingest a single image. In the two types of video networks considered in the original paper, this deflation corresponds to the following operations: for 3D convolutional based networks, summing the 3D spatio-temporal filters over the temporal dimension to obtain 2D filters; for TSM networks,, turning off the channel shifting which results in a standard residual architecture (ResNet50) for images.
Papers archive 2025-07-28
2 shown of 2, 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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Estimating Sparse Sources from Data Mixtures using Maxima in Phase Space Plots 17 Aug 2022 · 0 repositories · arXiv:2208.08210
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Self-Supervised MultiModal Versatile Networks 29 Jun 2020 · 1 repository · arXiv:2006.16228
Tasks archive 2025-07-28
5 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 |
|---|---|
| Action Recognition In Videos | 1 |
| Audio Classification | 1 |
| Self-Supervised Action Recognition | 1 |
| Self-Supervised Audio Classification | 1 |
| blind source separation | 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