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    13 repositories

    • S2L

      Public
      Python
      •
      MIT License
      •1•3•0•0•Updated Dec 8, 2024Dec 8, 2024

    • SpuCo

      Public
      SpuCo is a Python package developed to further research to address spurious correlations.
      Jupyter Notebook
      •
      MIT License
      •9•23•2•1•Updated Nov 27, 2024Nov 27, 2024

    • sas-data-efficient-contrastive-learning

      Public
      Official repository for SAS Data Efficient Contrastive Learning ICML '23
      Python
      •12•10•0•0•Updated Sep 16, 2024Sep 16, 2024

    • SafeCLIP

      Public
      Python
      •2•2•0•0•Updated Aug 28, 2024Aug 28, 2024

    • SpuCo_SUN_Yihao

      Public
      Yihao's fork of SpuCo
      Jupyter Notebook
      •
      MIT License
      •9•0•0•0•Updated Jun 13, 2024Jun 13, 2024

    • HLCL

      Public
      1•0•0•0•Updated Jun 6, 2024Jun 6, 2024

    • clipcov-data-efficient-clip

      Public
      Code for AISTATS Eff MML
      Jupyter Notebook
      •0•8•1•0•Updated Apr 26, 2024Apr 26, 2024

    • mkdt-data-distill-ssl

      Public
      Official repository for "Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks" which presents the method MKDT.
      MIT License
      •1•0•0•0•Updated Mar 20, 2024Mar 20, 2024

    • SPARE

      Public
      The official code repository for "Identifying Spurious Biases Early in Training through the Lens of Simplicity Bias" at AISTATS'24
      0•1•0•0•Updated Mar 1, 2024Mar 1, 2024

    • RoCLIP

      Public
      Robust Contrastive Language-Image Pretraining against Data Poisoning and Backdoor Attacks
      Python
      •2•11•3•0•Updated Dec 18, 2023Dec 18, 2023

    • CLIP-spurious-finetune

      Public
      Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning (ICML 2023)
      Python
      •4•2•0•0•Updated Jul 19, 2023Jul 19, 2023

    • CREST

      Public
      Towards Sustainable Learning: Coresets for Data-efficient Deep Learning
      Python
      •
      MIT License
      •5•10•0•0•Updated Jul 5, 2023Jul 5, 2023

    • EPIC

      Public
      The official code repository for "Not All Poisons are Created Equal: Robust Training against Data Poisoning", ICML 2022.
      Python
      •
      MIT License
      •4•0•0•0•Updated Aug 8, 2022Aug 8, 2022