awesome-contrastive-learning
github.com/vainf/awesome-contrastive-learning ↗Awesome Contrastive Learning for CV & NLP
165
GitHub Stars
38
Curated Resources
2
Categories
5 hours ago
Last Refreshed
Computer VisionNatural Language Processing
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Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me 2018 resources from awesome-contrastive-learning"
Installation instructions →What's inside
Computer Vision
- Adversarial Contrastive Estimation2018
- A Simple Framework for Contrastive Learning of Visual Representations2020
- COBRA: Contrastive Bi-Modal Representation Algorithm2020
- Contrastive Adaptation Network for Unsupervised Domain Adaptation2019
- Contrastive Learning for Image Captioning2017
- Contrastive Learning with Hard Negative Samples2021
Natural Language Processing
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization2020
- CLEAR: Contrastive Learning for Sentence Representation2020
- Coco-lm: Correcting and contrasting text sequences for language model pretraining2021
- ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer2021
- DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations2021
- Efficient estimation of word representations in vector spaceBefore 2017
Showing a sample of 38 resources. View the full list on GitHub →