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BigML-CS-UCLA

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  1. SpuCo SpuCo Public

    SpuCo is a Python package developed to further research to address spurious correlations.

    Jupyter Notebook 24 9

  2. CREST CREST Public

    Forked from YuYang0901/CREST

    Towards Sustainable Learning: Coresets for Data-efficient Deep Learning

    Python 12 2

  3. RoCLIP RoCLIP Public

    Robust Contrastive Language-Image Pretraining against Data Poisoning and Backdoor Attacks

    Python 11 2

  4. sas-data-efficient-contrastive-learning sas-data-efficient-contrastive-learning Public

    Forked from sjoshi804/sas-data-efficient-contrastive-learning

    Official repository for SAS Data Efficient Contrastive Learning ICML '23

    Python 10 2

  5. clipcov-data-efficient-clip clipcov-data-efficient-clip Public

    Code for AISTATS Eff MML

    Jupyter Notebook 8

  6. S2L S2L Public

    Forked from YuYang0901/S2L

    Python 4

Repositories

Showing 10 of 14 repositories
  • MKDT Public Forked from jiayini1119/MKDT

    Repository for "Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks" (ICLR 2025)

    BigML-CS-UCLA/MKDT’s past year of commit activity
    Python 0 1 0 0 Updated Jan 25, 2025
  • SpuCo Public

    SpuCo is a Python package developed to further research to address spurious correlations.

    BigML-CS-UCLA/SpuCo’s past year of commit activity
    Jupyter Notebook 24 MIT 9 2 0 Updated Jan 16, 2025
  • S2L Public Forked from YuYang0901/S2L
    BigML-CS-UCLA/S2L’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Dec 8, 2024
  • sas-data-efficient-contrastive-learning Public Forked from sjoshi804/sas-data-efficient-contrastive-learning

    Official repository for SAS Data Efficient Contrastive Learning ICML '23

    BigML-CS-UCLA/sas-data-efficient-contrastive-learning’s past year of commit activity
    Python 10 12 0 0 Updated Sep 16, 2024
  • SafeCLIP Public Forked from HangerYang/SafeCLIP
    BigML-CS-UCLA/SafeCLIP’s past year of commit activity
    Python 2 2 0 0 Updated Aug 28, 2024
  • SpuCo_SUN_Yihao Public Forked from BigML-CS-UCLA/SpuCo

    Yihao's fork of SpuCo

    BigML-CS-UCLA/SpuCo_SUN_Yihao’s past year of commit activity
    Jupyter Notebook 0 MIT 9 0 0 Updated Jun 13, 2024
  • HLCL Public Forked from HangerYang/HLCL
    BigML-CS-UCLA/HLCL’s past year of commit activity
    0 1 0 0 Updated Jun 6, 2024
  • clipcov-data-efficient-clip Public

    Code for AISTATS Eff MML

    BigML-CS-UCLA/clipcov-data-efficient-clip’s past year of commit activity
    Jupyter Notebook 8 0 1 0 Updated Apr 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.

    BigML-CS-UCLA/mkdt-data-distill-ssl’s past year of commit activity
    0 MIT 0 0 0 Updated Mar 20, 2024
  • SPARE Public

    The official code repository for "Identifying Spurious Biases Early in Training through the Lens of Simplicity Bias" at AISTATS'24

    BigML-CS-UCLA/SPARE’s past year of commit activity
    1 0 0 0 Updated Mar 1, 2024

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