Methods › General › Self-Supervised Learning › Contrastive Multiview Coding
Contrastive Multiview Coding
Introduced by Yonglong Tian et al. in Contrastive Multiview Coding
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Contrastive Multiview Coding (CMC) is a self-supervised learning approach, based on CPC, that learns representations that capture information shared between multiple sensory views. The core idea is to set an anchor view and the sample positive and negative data points from the other view and maximise agreement between positive pairs in learning from two views. Contrastive learning is used to build the embedding.
Papers archive 2025-07-28
5 shown of 5, 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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Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition 20 May 2022 · 1 repository · arXiv:2205.10071
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CSI: Contrastive Data Stratification for Interaction Prediction and its Application to Compound-Protein Interaction Prediction 18 Nov 2021 · 0 repositories · arXiv:2111.09467
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Hyper-Representations: Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction 28 Oct 2021 · 1 repository · arXiv:2110.15288Syntology ran 9 of 15 samples · 6 unverified · 15 pointer-only (licence)
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InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training 15 Jul 2020 · 4 repositories · arXiv:2007.07834
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Contrastive Multiview Coding 13 Jun 2019 · 8 repositories · arXiv:1906.05849Syntology ran 3 of 4 samples · 1 unverified · 1 pointer-only (licence)
Tasks archive 2025-07-28
13 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