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GeezerVison is showing github.com β€” tim-learn - Overview

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Tim tim-learn

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tim-learn/README.md

About Me

πŸ‘― Hi, I am [ 撁坚 | Jian Liang ] from δΈ­η§‘ι™’θ‡ͺεŠ¨εŒ–η ”η©Άζ‰€ | Institute of Automation, Chinese Academy of Sciences (CASIA).

πŸ”­ I’m currently working on machine learning topics including

  • test-time adaptation [LHT2023] [YSHL2023] [LHJH2022] [LHW+2021]
  • model attacks and defenses [SLH+2023] [WLH2023] [GLH2022]
  • federated learning [SLZ+2022] [LCH+2021]
  • learning with vision-language models [WLH+2023] [LSHT2023] [WLS+2023]

πŸ“« Feel free to drop me an email ([email protected], name=liangjian92) if you're interested.

Pinned Loading

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

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

    1.3k 77

  2. Awesome-LabelFree-VLMs Awesome-LabelFree-VLMs Public

    Collection of Unsupervised Learning Methods for Vision-Language Models (VLMs)

    97 3

  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 500 81

  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 128 22

  5. DINE DINE Public

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

    Python 82 8

  6. ATDOC ATDOC Public

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

    Python 61 9

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