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GitHub topics: source-free-domain-adaptation

tim-learn/awesome-test-time-adaptation

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

Size: 2.33 MB - Last synced at: 2 days ago - Pushed at: 21 days ago - Stars: 1,019 - Forks: 70

PrasannaPulakurthi/papers

Size: 14.3 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

tntek/source-free-domain-adaptation

A unified source-free domain adaptation framework.

Language: Python - Size: 7.37 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 181 - Forks: 17

PrasannaPulakurthi/Foreground-Background-Augmentation

Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data.

Language: Python - Size: 3.94 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 3 - Forks: 0

mariodoebler/test-time-adaptation

A repository and benchmark for online test-time adaptation.

Language: Python - Size: 6.15 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 231 - Forks: 27

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: Python - Size: 503 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 453 - Forks: 81

ispc-lab/GLC

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

Language: Python - Size: 2.07 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 2

ispc-lab/LEAD

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

Language: Python - Size: 3.72 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 2

luo-junyu/GALA

[TPAMI24] GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation

Language: Python - Size: 162 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 32 - Forks: 5

Albert0147/OneRing_SF-OPDA

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

Language: Python - Size: 10.6 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 34 - Forks: 1

whq-xxh/SFADA-GTV-Seg

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

Language: Python - Size: 3.61 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 30 - Forks: 3

whq-xxh/ADA4MIA

Awesome Active Domain Adaptation for Medical Image Analysis

Size: 43 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 68 - Forks: 6

Flashkong/Source-Free-Object-Detection-by-Learning-to-Overlook-Domain-Style

[CVPR' 22 ORAL] Source-Free Object Detection by Learning to Overlook Domain Style

Language: Python - Size: 2.36 MB - Last synced at: 7 months ago - Pushed at: about 2 years ago - Stars: 51 - Forks: 6

Albert0147/AaD_SFDA

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

Language: Python - Size: 539 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 65 - Forks: 6

cszhangzhen/GraphCTA

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

Language: Python - Size: 5.34 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 1

shallowdream204/SODA-SR

Official implementation of SODA-SR (CVPR2024).

Language: Python - Size: 32.5 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 10 - Forks: 1

LINs-lab/ttab

[ICML23] On Pitfalls of Test-Time Adaptation

Language: Python - Size: 2.02 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 91 - Forks: 8

tim-learn/DINE

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

Language: Python - Size: 740 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 74 - Forks: 9

licongguan/ILM-ASSL

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

Language: Python - Size: 1010 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 29 - Forks: 2

val-iisc/DSiT-SFDA

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

Size: 4.38 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

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: Python - Size: 16.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 128 - Forks: 20

tim-learn/SHOT-plus

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

Language: Python - Size: 2.96 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 93 - Forks: 21

emadeldeen24/MAPU_SFDA_TS Fork of mohamedr002/MAPU_SFDA_TS

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

Language: Python - Size: 379 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

yukilulu/CaC

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

Language: Python - Size: 2.86 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

Albert0147/G-SFDA

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

Language: Python - Size: 188 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 89 - Forks: 10

Albert0147/BAIT_SFUDA

Unsupervised Domain Adaptation without Source Data by Casting a BAIT

Language: Python - Size: 2.49 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 19 - Forks: 6

Albert0147/NRC_SFDA

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

Language: Python - Size: 131 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 56 - Forks: 8

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: Python - Size: 635 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 19 - Forks: 0

val-iisc/StickerDA

Code release for Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation (ECCV22)

Language: Python - Size: 22 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 1

zwenyu/lccs

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

Language: Python - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Related Keywords
source-free-domain-adaptation 30 domain-adaptation 18 transfer-learning 6 test-time-adaptation 5 computer-vision 3 multi-source-domain-adaptation 3 universal-domain-adaptation 3 graph-domain-adaptation 2 source-free-graph-domain-adaptation 2 active-domain-adaptation 2 semi-supervised-learning 2 tmi 2 partial-set-domain-adaptation 2 active-learning 2 data-efficient-learning 2 deep-learning 2 medical-image-segmentation 2 unsupervised-domain-adaptation 2 distribution-shift 2 classification 2 data-augmentation 2 graph-neural-networks 1 unsupervised-learning 1 cvpr2024 1 low-level-vision 1 super-resolution 1 black-box 1 cvpr2022 1 semantic-segmentation 1 pytorch 1 mechine-learing 1 gtav 1 distillation 1 cityscapes 1 ijcai2022 1 few-shot-domain-adaptation 1 object-classification 1 eccv2022 1 neurips2021 1 iccv2021 1 time-series 1 temporal 1 masking 1 tpami 1 semi-supervised-domain-adaptation 1 self-supervised-learning 1 black-box-method 1 semantic-segmantation 1 vision-transformer 1 object-recognition 1 synthia 1 continual-test-time-adaptation 1 domain-generalization 1 test-time-augmentation 1 test-time-training 1 activation-function-exploration 1 data-generation 1 generative-adversarial-network 1 human-action-recognition 1 person-reidentification 1 continual-adaptation 1 gradual-adaptation 1 robustness 1 test-time 1 icml-2020 1 pseudo-labeling 1 source-hypothesis-transfer 1 dataset 1 mri 1 cvpr 1 medical-image-analysis 1 miccai 1 multi-center 1 segmentation-datasets 1 sfada 1 augmentation 1 object-detection 1 overlook-style 1 style-transfer 1 neurips-2022 1 neurips2022 1 gnns 1 graph 1