source-free-domain-adaptation

There are 27 repositories under source-free-domain-adaptation topic.

  • tim-learn/awesome-test-time-adaptation

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

    80922355

  • tim-learn/SHOT

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

    Language:Python44073877

  • mariodoebler/test-time-adaptation

    A repository and benchmark for online test-time adaptation.

    Language:Python20031922

  • BIT-DA/RIPU

    [CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940

    Language:Python1457520

  • tim-learn/SHOT-plus

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

    Language:Python1145420

  • LINs-lab/ttab

    [ICML23] On Pitfalls of Test-Time Adaptation

    Language:Python1063159

  • Albert0147/G-SFDA

    code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'

    Language:Python10331111

  • tim-learn/DINE

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

    Language:Python78247

  • whq-xxh/ADA4MIA

    Awesome Active Domain Adaptation for Medical Image Analysis

    74206

  • Albert0147/NRC_SFDA

    Code for our NeurIPS 2021 paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation'

    Language:Python73259

  • Albert0147/AaD_SFDA

    Code for our NeurIPS 2022 (spotlight) paper 'Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation'

    Language:Python65396

  • Albert0147/OneRing_SF-OPDA

    Code for 'OneRing: A Simple Method for Source-free Open-partial Domain Adaptation'

    Language:Python33701

  • ispc-lab/GLC

    [CVPR 2023] The official repository of our paper "Upcycling Models under Domain and Category Shift"

    Language:Python32162

  • licongguan/ILM-ASSL

    Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation

    Language:Python324103

  • whq-xxh/SFADA-GTV-Seg

    (TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals

    Language:Python31313

  • ispc-lab/BMD

    [ECCV 2022] The official repository of our paper "BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation"

    Language:Python29130

  • ispc-lab/LEAD

    [CVPR 2024] The official repository of our paper "LEAD: Learning Decomposition for Source-free Universal Domain Adaptation"

    Language:Python27131

  • Albert0147/BAIT_SFUDA

    Unsupervised Domain Adaptation without Source Data by Casting a BAIT

    Language:Python24337

  • shallowdream204/SODA-SR

    [CVPR2024] Official implementation of SODA-SR.

    Language:Python241112

  • val-iisc/StickerDA

    [ECCV22] Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation

    Language:Python181202

  • chenxi52/UPA

    Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation

    Language:Python8110

  • yukilulu/CaC

    Code for our paper 'Contrast and Clustering: Learning Nearest Pair Representations for Source-free Domain Adaptation'

    Language:Python5230

  • zwenyu/lccs

    Code for "Few-Shot Adaptation of Pre-Trained Networks for Domain Shift" (IJCAI 2022)

    Language:Python5202

  • cszhangzhen/GraphCTA

    Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation (WWW-2024)

    Language:Python4201

  • emadeldeen24/MAPU_SFDA_TS

    [KDD 2023] Source-Free Domain Adaptation with Temporal Imputation for Time Series Data

    Language:Python300

  • zwenyu/colearn-plus

    Code for Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training [IJCV 2024], Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation [ICCV 2023]

    Language:Python2200

  • val-iisc/DSiT-SFDA

    [ICCV23] Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation

    11420