Ecosyste.ms: Repos

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GitHub topics: source-free-domain-adaptation

mariodoebler/test-time-adaptation

A repository and benchmark for online test-time adaptation.

Language: Python - Size: 6.32 MB - Last synced: about 8 hours ago - Pushed: about 21 hours ago - Stars: 143 - Forks: 11

tim-learn/awesome-test-time-adaptation

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

Size: 734 KB - Last synced: 11 days ago - Pushed: 20 days ago - Stars: 521 - Forks: 40

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: 1 day ago - Pushed: over 1 year ago - Stars: 32 - Forks: 1

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: 11 days ago - Pushed: 3 months ago - Stars: 419 - Forks: 80

LINs-lab/ttab

[ICML23] On Pitfalls of Test-Time Adaptation

Language: Python - Size: 2.02 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 91 - Forks: 8

cszhangzhen/GraphCTA

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

Language: Python - Size: 5.33 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 2 - Forks: 1

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: 2 months ago - Pushed: 2 months ago - Stars: 8 - Forks: 0

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: 2 months ago - Pushed: 2 months ago - Stars: 26 - Forks: 2

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: 3 months ago - Pushed: 3 months 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: 4 months ago - Pushed: about 1 year 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: 6 months ago - Pushed: 6 months 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: 7 months ago - Pushed: 7 months 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: 7 months ago - Pushed: about 1 year 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: 10 months ago - Pushed: 10 months 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: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

Albert0147/AaD_SFDA

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

Language: Python - Size: 574 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 43 - Forks: 7

Albert0147/G-SFDA

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

Language: Python - Size: 188 KB - Last synced: about 1 year ago - Pushed: about 2 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: about 1 year ago - Pushed: over 1 year 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: about 1 year ago - Pushed: over 1 year 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: about 1 year ago - Pushed: almost 2 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: over 1 year ago - Pushed: over 1 year 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: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0