unsupervised-domain-adaptation

There are 10 repositories under unsupervised-domain-adaptation topic.

thuml / Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
adversarial-learning dann deep-learning domain-adaptation finetune image-translation out-of-distribution-generalization self-training semi-supervised-learning transfer-learning unsupervised-domain-adaptation
Language:Python 3800
sstary / SSRS
Semantic Segmentation for Remote Sensing
remote-sensing semantic-segmentation mamba multimodal-fusion unsupervised-domain-adaptation very-high-resolution segment-anything-modal transformer
Language:Python 632
lhoyer / DAFormer
[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
cvpr2022 semantic-segmentation transformer unsupervised-domain-adaptation
Language:Python 546
yxgeee / MMT
[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
unsupervised-domain-adaptation person-re-identification unsupervised-learning pseudo-labels person-reid image-retrieval domain-adaptation cross-domain person-retrieval open-set-domain-adaptation iclr2020
Language:Python 478
open-mmlab / OpenUnReID
PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.
domain-translation image-retrieval open-set-domain-adaptation pseudo-labeling re-identification unsupervised-domain-adaptation unsupervised-learning
Language:Python 410
kgl-prml / Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation
pytorch implementation for Contrastive Adaptation Network
unsupervised-domain-adaptation
Language:Python 342
lhoyer / HRDA
[ECCV22] Official Implementation of HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
attention high-resolution multi-resolution semantic-segmentation transformer unsupervised-domain-adaptation
Language:Python 257
emadeldeen24 / AdaTime
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
cdan dann deep-coral deep-learning domain-adaptation dsan eeg fault-detection fault-diagnosis homm human-activity-recognition pytorch sleep-stage-classification time-series transfer-learning unsupervised-domain-adaptation
Language:Python 218
chengchunhsu / EveryPixelMatters
Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"
object-detection domain-adaptation transfer-learning adversarial-learning anchor-free fcos computer-vision pytorch eccv eccv2020 eccv-2020 unsupervised-domain-adaptation
Language:Python 168
visinf / da-sac
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation (CVPR 2021)
unsupervised-domain-adaptation semantic-segmentation cvpr-2021
Language:Python 150
xmed-lab / GenericSSL
NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
diffusion-models medical-image-segmentation neurips-2023 semi-supervised-learning unsupervised-domain-adaptation semi-supervised-domain-generalization
Language:Python 108
xiangjjj / implicit_alignment
Code for ICML2020 "Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation"
unsupervised-domain-adaptation domain-adaptation semi-supervised-learning
Language:Python 91
hikvision-research / ProbabilisticTeacher
An official implementation of ICML 2022 paper "Learning Domain Adaptive Object Detection with Probabilistic Teacher"."
domain-adaptation domain-adaptive-object-detection object-detection unsupervised-domain-adaptation
Language:Python 83
BaiShuanghao / Prompt-based-Distribution-Alignment
[AAAI 2024] Prompt-based Distribution Alignment for Unsupervised Domain Adaptation
prompt-tuning unsupervised-domain-adaptation
Language:Python 73
justinkay / aldi
Align and Distill: Unifying and Improving Domain Adaptive Object Detection (TMLR Featured 2025)
computer-vision domain-adaptation domain-adaptive-object-detection machine-learning object-detection unsupervised-domain-adaptation
Language:Python 73
LCAD-UFES / publications-arruda-ijcnn-2019
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night
cyclegan faster-rcnn generative-adversarial-network object-detection unsupervised-domain-adaptation
Language:Python 70
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
cityscapes cityscapes-dataset coco-annotations cyclegan da-retinanet detectron2 domain-adaptation domain-adaptation-object-detection foggy-cityscapes google-colab object-detection pascal-voc retinanet unsupervised-domain-adaptation
Language:Python 64
theairbend3r / how-to-train-your-neural-net
Deep learning research implemented on notebooks using PyTorch.
deep-learning pytorch machine-learning computer-vision nlp natural-language-processing time-series image-segmentation unsupervised-domain-adaptation image-classification pruning papers-with-code paper-implementation attention convolutional-networks
Language:Jupyter Notebook 64
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
object-detection pascal-voc cityscapes cityscapes-dataset coco-annotations detectron2 domain-adaptation domain-adaptation-object-detection faster-rcnn google-colab unsupervised-domain-adaptation da-faster-rcnn
Language:Python 61
hellowangqian / domain-adaptation-capls
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling
domain-adaptation office-home pseudo-labeling structured-prediction unsupervised-domain-adaptation zero-shot-learning
Language:MATLAB 60
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
bci brain-computer-interface eeg electroencephalography geometric-deep-learning machine-learning manifold-learning transfer-learning unsupervised-domain-adaptation
Language:Python 59
DenisDsh / PyTorch-Deep-CORAL
This is a PyTorch implementation of the Unsupervised Domain Adaptation method proposed in the paper Deep CORAL: Correlation Alignment for Deep Domain Adaptation. Baochen Sun and Kate Saenko (ECCV 2016).
pytorch-implementation domain-adaptation coral unsupervised-domain-adaptation
Language:Python 57
darrenjkt / SEE-MTDA
(RA-L 2022) See Eye to Eye: A Lidar-Agnostic 3D Detection Framework for Unsupervised Multi-Target Domain Adaptation.
object-detection 3d-object-detection autonomous-driving surface-completion unsupervised-domain-adaptation computer-vision deep-learning
Language:Python 51
Kaiseem / DAR-UNet
[JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation
crossmoda-2021 semantic-segmentation unsupervised-domain-adaptation
Language:Python 49
ESanchezLozano / SAIC-Unsupervised-landmark-detection-NeurIPS2019
Code for paper "Object landmark discovery through unsupervised adaptation"
neurips-2019 landmark-discovery unsupervised-domain-adaptation unsupervised-adaptation incremental-learning neurips landmark pytorch
Language:Python 38
shayangharib / AUDASC
Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification
acoustic-scene-classification acoustic-scenes adversarial-domain-adaptation audio-processing auditory-scene-classification deep-learning deep-neural-networks domain-adaptation transfer-learning unsupervised-domain-adaptation
Language:Python 37
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"
source-free-domain-adaptation unsupervised-domain-adaptation
Language:Python 34
jacobzhaoziyuan / MT-UDA
[MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels"
semi-supervised-learning pytorch unsupervised-domain-adaptation ssl uda image-segmentation medical-image-analysis convolutional-neural-networks generative-adversarial-network unet
Language:Python 32
TFboys-lzz / MPSCL
This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation", published at IEEE JBHI 2022
cardiac-segmentation contrastive-learning pseudo-label pytorch unsupervised-domain-adaptation
Language:Python 32
fpv-iplab / STMDA-RetinaNet
Official Detectron2 implementation of STMDA-RetinaNet, A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training, Computer Vision and Image Understanding (CVIU) 2022
coco-annotations cyclegan deep-learning detectron2 domain-adaptation google-colab object-detection stmda-retinanet unsupervised-domain-adaptation
Language:Python 30
WangWenhao0716 / Attentive-WaveBlock
[TIP 2022] Pytorch implementation of "Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond"
person-reid unsupervised-domain-adaptation
Language:Python 30
Kinpzz / UDASOD-UPL
Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning, AAAI Conference on Artificial Intelligence (AAAI), 2022
copy-paste pytorch salient-object-detection segmentation unsupervised-domain-adaptation
Language:Python 29
ShishuaiHu / DoCR
Code for [MICCAI 2022] Domain Specific Convolution and High Frequency Reconstruction based Unsupervised Domain Adaptation for Medical Image Segmentation.
domain-adaptation dynamic-convolution medical-image-segmentation unsupervised-domain-adaptation
Language:Python 29
OnDA
theo2021 / OnDA
Source code for "Online Unsupervised Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions", ECCV 2022. This is the code has been implemented to perform training and evaluation of UDA approaches in continuous scenarios. The library has been implemented in PyTorch 1.7.1. Some newer versions should work as well.
catastrophic-forgetting domain-adaptation machine-learning ml online-adaptation online-learning pytorch unsupervised-domain-adaptation
Language:Python 29
user0407 / CLUDA
Implementation of CLUDA: Contrastive learning in Unsupervised Domian Adaptation in Semantic Segmentation
contrastive-learning semantic-segmentation unsupervised-domain-adaptation
Language:Python 28
zysymu / AdaMatch-pytorch
A PyTorch implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation
pytorch deep-learning domain-adaptation unsupervised-learning unsupervised-domain-adaptation pytorch-implementation
Language:Python 27

unsupervised-domain-adaptation

thuml / Transfer-Learning-Library

sstary / SSRS

lhoyer / DAFormer

yxgeee / MMT

open-mmlab / OpenUnReID

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

lhoyer / HRDA

emadeldeen24 / AdaTime

chengchunhsu / EveryPixelMatters

visinf / da-sac

xmed-lab / GenericSSL

xiangjjj / implicit_alignment

hikvision-research / ProbabilisticTeacher

BaiShuanghao / Prompt-based-Distribution-Alignment

justinkay / aldi

LCAD-UFES / publications-arruda-ijcnn-2019

fpv-iplab / DA-RetinaNet

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

GiovanniPasq / DA-Faster-RCNN

hellowangqian / domain-adaptation-capls

rkobler / TSMNet

DenisDsh / PyTorch-Deep-CORAL

darrenjkt / SEE-MTDA

Kaiseem / DAR-UNet

ESanchezLozano / SAIC-Unsupervised-landmark-detection-NeurIPS2019

shayangharib / AUDASC

ispc-lab / BMD

jacobzhaoziyuan / MT-UDA

TFboys-lzz / MPSCL

fpv-iplab / STMDA-RetinaNet

WangWenhao0716 / Attentive-WaveBlock

Kinpzz / UDASOD-UPL

ShishuaiHu / DoCR

theo2021 / OnDA

user0407 / CLUDA

zysymu / AdaMatch-pytorch