Contrastive Learning

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对比自监督学习的综述性文章

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    见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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