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source-free-domain-adaptation

Here are 27 public repositories matching this topic...

Albert0147 / G-SFDA

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

domain-adaptation iccv2021 source-free-domain-adaptation

Updated Mar 29, 2022
Python

Albert0147 / BAIT_SFUDA

Unsupervised Domain Adaptation without Source Data by Casting a BAIT

domain-adaptation source-free-domain-adaptation

Updated Sep 18, 2022
Python

val-iisc / StickerDA

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

domain-adaptation object-classification source-free-domain-adaptation eccv2022

Updated Oct 17, 2022
Python

Albert0147 / NRC_SFDA

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

domain-adaptation neurips2021 source-free-domain-adaptation

Updated Dec 11, 2022
Python

Albert0147 / OneRing_SF-OPDA

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

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

Updated Feb 16, 2023
Python

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"

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

Updated Mar 14, 2023
Python

zwenyu / lccs

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

domain-adaptation source-free-domain-adaptation ijcai2022 few-shot-domain-adaptation

Updated Mar 27, 2023
Python

licongguan / ILM-ASSL

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

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

Updated Mar 28, 2023
Python

tim-learn / SHOT-plus

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

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

Updated May 23, 2023
Python

yukilulu / CaC

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

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

Updated May 27, 2023
Python

emadeldeen24 / MAPU_SFDA_TS

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

time-series temporal masking source-free-domain-adaptation

Updated Aug 15, 2023
Python

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

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

Updated Oct 22, 2023
Python

val-iisc / DSiT-SFDA

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

object-recognition domain-adaptation vision-transformer source-free-domain-adaptation

Updated Nov 30, 2023

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"

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

Updated Feb 22, 2024
Python

tim-learn / DINE

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

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

Updated Feb 22, 2024
Python

ispc-lab / GLC

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

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

Updated Mar 22, 2024
Python

ispc-lab / LEAD

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

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

Updated Mar 22, 2024
Python

LINs-lab / ttab

[ICML23] On Pitfalls of Test-Time Adaptation

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

Updated Apr 6, 2024
Python

chenxi52 / UPA

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

domain-adaptation noisy-labels source-free-domain-adaptation

Updated Apr 7, 2024
Python

whq-xxh / ADA4MIA

Awesome Active Domain Adaptation for Medical Image Analysis

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

Updated Jul 17, 2024

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