Contrastive Learning
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对比自监督学习的综述性文章
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2022-09-23 00:05:53
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https://www.sohu.com/a/421313031_651893
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Graph
2. Contrastive Multi-View Representation Learning on Graphs, 2020-ICML
3. GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training, 2020-KDD
NLP
1. SimCSE- Simple Contrastive Learning of Sentence Embeddings
2. DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
3. Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
CV
对比自监督学习的综述性文章
1. A Simple Framework for Contrastive Learning of Visual Representations
2. Momentum Contrast for Unsupervised Visual Representation Learning
3. Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
4. Bootstrap your own latent: A new approach to self-supervised Learning
5. Exploring Simple Siamese Representation Learning, CVPR 2021 Best paper
6. Wasserstein Contrastive Representation Distillation, CVPR 2021
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