unsupervised-domain-adaptation 开源项目推荐（121 个）

thuml /Transfer-Learning-Library

用于领域适应、任务适应和领域概括的迁移学习库

sstary /SSRS

Semantic Segmentation for Remote Sensing

lhoyer /DAFormer

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

yxgeee /MMT

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

open-mmlab /OpenUnReID

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

kgl-prml /Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation

pytorch implementation for Contrastive Adaptation Network

lhoyer /HRDA

[ECCV22] Official Implementation of HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation

emadeldeen24 /AdaTime

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

chengchunhsu /EveryPixelMatters

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

visinf /da-sac

Self-supervised Augmentation Consistency for Adapting Semantic Segmentation (CVPR 2021)

xmed-lab /GenericSSL

NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

xiangjjj /implicit_alignment

Code for ICML2020 "Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation"

hikvision-research /ProbabilisticTeacher

An official implementation of ICML 2022 paper "Learning Domain Adaptive Object Detection with Probabilistic Teacher"."

justinkay /aldi

Align and Distill: Unifying and Improving Domain Adaptive Object Detection (TMLR Featured 2025)

BaiShuanghao /Prompt-based-Distribution-Alignment

[AAAI 2024] Prompt-based Distribution Alignment for Unsupervised Domain Adaptation

LCAD-UFES /publications-arruda-ijcnn-2019

Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night

rkobler /TSMNet

Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG

theairbend3r /how-to-train-your-neural-net

Deep learning research implemented on notebooks using PyTorch.

fpv-iplab /DA-RetinaNet

Official Detectron2 implementation of DA-RetinaNet, An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites, Image and Vision Computing (IMAVIS) 2021

GiovanniPasq /DA-Faster-RCNN

Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild, Computer Vision and Pattern Recognition (CVPR) 2018