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    • Official code for NeurIPS 2024 paper "A Canonicalization Perspective on Invariant and Equivariant Learning".
      Python
      MIT License
      0100Updated Oct 29, 2024Oct 29, 2024
    • PAT

      Public
      Python
      0200Updated Oct 29, 2024Oct 29, 2024
    • LongPPL

      Public
      Python
      Apache License 2.0
      0100Updated Oct 28, 2024Oct 28, 2024
    • TERD

      Public
      TERD: A Framework for Backdoor Detection on Diffusion Model
      Python
      1600Updated Oct 18, 2024Oct 18, 2024
    • Official Code for ICLR 2024 Paper: On the Role of Discrete Tokenization in Visual Representation Learning
      Python
      0300Updated Sep 10, 2024Sep 10, 2024
    • TMLlib

      Public
      A Trustworthy Machine Learning Algorithm Library
      Python
      0700Updated Jul 1, 2024Jul 1, 2024
    • ISSLLib

      Public
      An Interpretable Self-Supervised Learning Library.
      Python
      0100Updated Jun 28, 2024Jun 28, 2024
    • Official Code for reproductivity of the NeurIPS 2023 paper: Adversarial Examples Are Not Real Features
      Python
      21420Updated Jun 27, 2024Jun 27, 2024
    • Python
      1700Updated Jun 24, 2024Jun 24, 2024
    • 0100Updated Jun 3, 2024Jun 3, 2024
    • nlb

      Public
      Official Code for reproductivity of the ICLR Workshop DPFM 2024 paper: How to Craft Backdoors with Unlabeled Data Alone?
      Python
      0300Updated May 11, 2024May 11, 2024
    • non_neg

      Public
      Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning
      Python
      73600Updated Apr 20, 2024Apr 20, 2024
    • adainf

      Public
      Official code for ICLR 2024 paper Do Generated Data Always Help Contrastive Learning?
      Python
      12620Updated Apr 4, 2024Apr 4, 2024
    • Official code for NeurIPS 2023 paper "Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral Embedding".
      Python
      MIT License
      1700Updated Jan 20, 2024Jan 20, 2024
    • Official code for ICLR 2023 paper "Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism"
      Python
      MIT License
      1301Updated Nov 15, 2023Nov 15, 2023
    • Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning
      Python
      22500Updated Nov 15, 2023Nov 15, 2023
    • ReBAT

      Public
      Official PyTorch implementation of ReBAT (ReBalanced Adversarial Training) in NeurIPS 2023 "Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective".
      Python
      2501Updated Nov 15, 2023Nov 15, 2023
    • Official code for NeurIPS 2023 "Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning"
      Python
      MIT License
      1800Updated Nov 10, 2023Nov 10, 2023
    • Official Code for NeurIPS 2023 Paper: Identifiable Contrastive Learning with Automatic Feature Importance Discovery
      Python
      0410Updated Oct 31, 2023Oct 31, 2023
    • CVPR 2023 generalist
      Python
      MIT License
      31500Updated Oct 25, 2023Oct 25, 2023
    • CFA

      Public
      Python
      31710Updated Sep 1, 2023Sep 1, 2023
    • Official code for ICLR 2023 paper "ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond "
      Python
      MIT License
      43200Updated Apr 24, 2023Apr 24, 2023
    • Official Code for ICLR 2023 Paper: A Message Passing Perspective on Learning Dynamics of Contrastive Learning
      Python
      01000Updated Mar 9, 2023Mar 9, 2023
    • DYNACL

      Public
      [ICLR 2023] Official repository of the paper "Rethinking the Effect of Data Augmentation in Adversarial Contrastive Learning"
      Python
      21710Updated Feb 19, 2023Feb 19, 2023
    • Official code for NeurIPS 2022 paper "Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors"
      Python
      0300Updated Feb 6, 2023Feb 6, 2023
    • Official implementation of "When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture" published at NeurIPS 2022.
      Python
      4100Updated Jan 29, 2023Jan 29, 2023
    • U-MAE

      Public
      Official Code for NeurIPS 2022 Paper: How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders
      Python
      5100Updated Oct 19, 2022Oct 19, 2022
    • ARC

      Public
      Official Code for ICLR2022 Paper: Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap
      Jupyter Notebook
      3000Updated Sep 2, 2022Sep 2, 2022
    • SEAT
      Python
      3000Updated Mar 23, 2022Mar 23, 2022
    • DGC

      Public
      Official Code of Decoupled Graph Convolution (DGC)
      Python
      MIT License
      4000Updated Nov 27, 2021Nov 27, 2021