Methods › Graphs › Graph Representation Learning › iGCL
Implicit Graph Contrastive Learning
iGCL
Introduced by Huidong Liang et al. in Graph Contrastive Learning with Implicit Augmentations
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries only a placeholder description for this method.
Papers archive 2025-07-28
4 shown of 4, 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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Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning 22 Oct 2024 · 0 repositories · arXiv:2410.16888
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Towards Precise Weakly Supervised Object Detection via Interactive Contrastive Learning of Context Information 27 Apr 2023 · 0 repositories · arXiv:2304.14114
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Identity-Guided Collaborative Learning for Cloth-Changing Person Reidentification 10 Apr 2023 · 0 repositories · arXiv:2304.04400
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Graph Contrastive Learning with Implicit Augmentations 7 Nov 2022 · 1 repository · arXiv:2211.03710
Tasks archive 2025-07-28
10 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 |
|---|---|
| Contrastive Learning | 3 |
| Graph Classification | 1 |
| Node Classification | 1 |
| Object | 1 |
| Object Detection | 1 |
| Prediction | 1 |
| Region Proposal | 1 |
| Time Series | 1 |
| Weakly Supervised Object Detection | 1 |
| object-detection | 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