Methods › Computer Vision › Vision Transformers › BatchFormer
Batch Transformer
BatchFormer
Introduced by Zhi Hou et al. in BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
learn to explore the sample relationships via transformer networks
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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BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning 4 Apr 2022 · 1 repository · arXiv:2204.01254
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BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning 3 Mar 2022 · 1 repository · arXiv:2203.01522Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
Tasks archive 2025-07-28
12 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
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