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@PKU-ML

PKU-ML

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  1. TMLlib TMLlib Public

    A Trustworthy Machine Learning Algorithm Library

    Python 5

  2. non_neg non_neg Public

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

    Python 29 6

  3. adainf adainf Public

    Official code for ICLR 2024 paper Do Generated Data Always Help Contrastive Learning?

    Python 19 1

  4. CLIP-Help-SimCLR CLIP-Help-SimCLR Public

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

    Python 22 2

  5. ContraNorm ContraNorm Public

    Official code for ICLR 2023 paper "ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond "

    Python 22 3

  6. U-MAE U-MAE Public

    Forked from zhangq327/U-MAE

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

    Python 1

Repositories

Showing 10 of 24 repositories
  • nlb Public

    Official Code for reproductivity of the ICLR Workshop DPFM 2024 paper: How to Craft Backdoors with Unlabeled Data Alone?

    Python 3 0 0 0 Updated May 11, 2024
  • AdvNotRealFeatures Public

    Official Code for reproductivity of the NeurIPS 2023 paper: Adversarial Examples Are Not Real Features

    Python 11 2 0 0 Updated May 9, 2024
  • non_neg Public

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

    Python 29 6 0 0 Updated Apr 20, 2024
  • adainf Public

    Official code for ICLR 2024 paper Do Generated Data Always Help Contrastive Learning?

    Python 19 1 1 0 Updated Apr 4, 2024
  • ClusterMIM Public

    Official Code for ICLR 2024 Paper: On the Role of Discrete Tokenization in Visual Representation Learning

    3 0 0 0 Updated Mar 24, 2024
  • TMLlib Public

    A Trustworthy Machine Learning Algorithm Library

    Python 5 0 0 0 Updated Mar 16, 2024
  • LaplacianCanonization Public

    Official code for NeurIPS 2023 paper "Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral Embedding".

    Python 5 MIT 1 0 0 Updated Jan 20, 2024
  • Rank-Differential-Mechanism Public

    Official code for ICLR 2023 paper "Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism"

    Python 3 MIT 1 0 1 Updated Nov 15, 2023
  • CLIP-Help-SimCLR Public

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

    Python 22 2 0 0 Updated Nov 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 4 1 0 1 Updated Nov 15, 2023

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