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1. U-MAE U-MAE Public

   Official Code for NeurIPS 2022 Paper: How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders

   Python 56 5

2. ARC ARC Public

   Official Code for ICLR2022 Paper: Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap

   Jupyter Notebook 28 3

3. PKU-ML/CLIP-Help-SimCLR PKU-ML/CLIP-Help-SimCLR Public

   Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning

   Python 24 2

4. PKU-ML/non_neg PKU-ML/non_neg Public

   Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning

   Python 37 7

5. PKU-ML/Message-Passing-Contrastive-Learning PKU-ML/Message-Passing-Contrastive-Learning Public

   Official Code for ICLR 2023 Paper: A Message Passing Perspective on Learning Dynamics of Contrastive Learning

   Python 11

6. PKU-ML/Tri-factor-Contrastive-Learning PKU-ML/Tri-factor-Contrastive-Learning Public

   Official Code for NeurIPS 2023 Paper: Identifiable Contrastive Learning with Automatic Feature Importance Discovery

   Python 4