source-free-domain-adaptation

Here are 22 public repositories matching this topic...

tim-learn / awesome-test-time-adaptation

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

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

Updated May 10, 2024

tim-learn / SHOT

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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

BIT-DA / RIPU

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[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

mariodoebler / test-time-adaptation

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A repository and benchmark for online test-time adaptation.

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

Updated Apr 20, 2024
Python

tim-learn / SHOT-plus

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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

Albert0147 / G-SFDA

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

domain-adaptation iccv2021 source-free-domain-adaptation

Updated Mar 29, 2022
Python

LINs-lab / ttab

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[ICML23] On Pitfalls of Test-Time Adaptation

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

Updated Apr 6, 2024
Python

tim-learn / DINE

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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

Albert0147 / NRC_SFDA

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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 / AaD_SFDA

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

neurips-2022 source-free-domain-adaptation neurips2022

Updated Dec 11, 2022
Python

licongguan / ILM-ASSL

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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

Albert0147 / OneRing_SF-OPDA

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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 / GLC

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[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 / BMD

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[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