Search Results - RepositoryStats

66

930

mit

22

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

domain-adaptation transfer-learning distribution-shift test-time-training test-time-adaptation domain-generalization test-time-augmentation source-free-domain-adaptation continual-test-time-adaptation

Created 2021-12-14

207 commits to main branch, last one 8 days ago

SHOT tim-learn

80

451

mit

6

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

icml-2020 pseudo-labeling domain-adaptation transfer-learning source-hypothesis-transfer partial-set-domain-adaptation source-free-domain-adaptation multi-source-domain-adaptation

Created 2020-06-14

70 commits to master branch, last one about a year ago

test-time-adaptation mariodoebler

27

224

mit

4

A repository and benchmark for online test-time adaptation.

test-time robustness distribution-shift gradual-adaptation continual-adaptation test-time-adaptation source-free-domain-adaptation

Created 2022-08-11

139 commits to main branch, last one 5 months ago

source-free-domain-adaptation tntek

15

175

unknown

1

A unified source-free domain adaptation framework.

source-free-domain-adaptation

Created 2024-03-09

111 commits to main branch, last one 16 days ago

RIPU BIT-DA

19

152

mit

6

[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

domain-adaptation semantic-segmantation data-efficient-learning source-free-domain-adaptation

Created 2022-03-13

13 commits to main branch, last one about a year ago

ttab LINs-lab

12

115

apache-2.0

2

[ICML23] On Pitfalls of Test-Time Adaptation

test-time-adaptation source-free-domain-adaptation

Created 2023-04-23

19 commits to main branch, last one about a year ago

SHOT-plus tim-learn

20

115

mit

4

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

tpami black-box-method domain-adaptation transfer-learning self-supervised-learning semi-supervised-learning partial-set-domain-adaptation source-free-domain-adaptation multi-source-domain-adaptation semi-supervised-domain-adaptation

Created 2020-08-18

12 commits to master branch, last one 2 years ago

G-SFDA Albert0147

11

105

mit

2

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

iccv2021 domain-adaptation source-free-domain-adaptation

Created 2021-06-30

53 commits to main branch, last one 3 years ago

ADA4MIA whq-xxh

7

98

mit

3

Awesome Active Domain Adaptation for Medical Image Analysis

tmi cvpr sfada miccai multi-center active-learning computer-vision domain-adaptation segmentation-datasets medical-image-analysis active-domain-adaptation medical-image-segmentation source-free-domain-adaptation

Created 2024-07-03

19 commits to main branch, last one 4 months ago

DINE tim-learn

7

79

mit

1

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

cvpr2022 black-box distillation domain-adaptation source-free-domain-adaptation multi-source-domain-adaptation

Created 2021-03-25

6 commits to main branch, last one about a year ago

NRC_SFDA Albert0147

9

76

mit

1

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

neurips2021 domain-adaptation source-free-domain-adaptation

Created 2021-09-10

28 commits to main branch, last one 2 years ago

AaD_SFDA Albert0147

6

69

unknown

2

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

neurips2022 neurips-2022 source-free-domain-adaptation

Created 2022-05-07

49 commits to main branch, last one 4 months ago

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

6

53

mit

2

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

augmentation overlook-style style-transfer object-detection domain-adaptation source-free-domain-adaptation

Created 2022-05-27

12 commits to main branch, last one about a year ago

SFADA-GTV-Seg whq-xxh

4

35

mit

2

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

mri tmi dataset active-learning active-domain-adaptation medical-image-segmentation source-free-domain-adaptation

Created 2023-08-16

51 commits to main branch, last one 4 months ago

OneRing_SF-OPDA Albert0147

1

34

unknown

6

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

universal-domain-adaptation source-free-domain-adaptation

Created 2022-06-07

21 commits to main branch, last one 2 years ago

GALA luo-junyu

5

33

unknown

2

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

test-time-adaptation graph-domain-adaptation source-free-domain-adaptation source-free-graph-domain-adaptation

Created 2023-10-24

4 commits to master branch, last one 3 months ago

ILM-ASSL licongguan

3

32

unknown

3

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

gtav pytorch synthia cityscapes deep-learning computer-vision mechine-learing domain-adaptation semantic-segmentation data-efficient-learning semi-supervised-learning source-free-domain-adaptation

Created 2023-02-13

12 commits to master branch, last one 2 years ago

BMD ispc-lab

0

31

unknown

1

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

source-free-domain-adaptation unsupervised-domain-adaptation

Created 2022-04-06

5 commits to main branch, last one 2 years ago

LEAD ispc-lab

2

30

mit

0

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

transfer-learning universal-domain-adaptation source-free-domain-adaptation

Created 2024-03-06

5 commits to main branch, last one about a year ago