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1. awesome-test-time-adaptation awesome-test-time-adaptation Public

   Collection of awesome test-time (domain/batch/instance) adaptation methods

   759 51

2. DINE DINE Public

   code for our CVPR 2022 paper "DINE: Domain Adaptation from Single and Multiple Black-box Predictors"

   Python 78 7

3. SHOT SHOT Public

   code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

   Python 437 78

4. SHOT-plus SHOT-plus Public

   code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

   Python 114 20

5. ATDOC ATDOC Public

   code released for our CVPR 2021 paper "Domain Adaptation with Auxiliary Target Domain-Oriented Classifier"

   Python 55 9

6. BA3US BA3US Public

   code for our ECCV 2020 paper "A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation"

   Python 42 11