Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
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