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
domain-adaptation transfer-learning finetune unsupervised-domain-adaptation image-translation adversarial-learning deep-learning self-training semi-supervised-learning dann out-of-distribution-generalization
Language:Python 3180
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 464
lhoyer / DAFormer
[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
semantic-segmentation unsupervised-domain-adaptation transformer cvpr2022
Language:Python 433
open-mmlab / OpenUnReID
PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.
unsupervised-learning unsupervised-domain-adaptation re-identification image-retrieval open-set-domain-adaptation pseudo-labeling domain-translation
Language:Python 391
kgl-prml / Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation
pytorch implementation for Contrastive Adaptation Network
unsupervised-domain-adaptation
Language:Python 317
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 229
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 159
emadeldeen24 / AdaTime
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
deep-learning pytorch domain-adaptation time-series eeg sleep-stage-classification human-activity-recognition transfer-learning unsupervised-domain-adaptation cdan dann deep-coral homm dsan fault-detection fault-diagnosis
Language:Python 152
visinf / da-sac
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation (CVPR 2021)
unsupervised-domain-adaptation semantic-segmentation cvpr-2021
Language:Python 144
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 90
hikvision-research / ProbabilisticTeacher
An official implementation of ICML 2022 paper "Learning Domain Adaptive Object Detection with Probabilistic Teacher"."
domain-adaptation object-detection unsupervised-domain-adaptation domain-adaptive-object-detection
Language:Python 64
LCAD-UFES / publications-arruda-ijcnn-2019
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night
object-detection generative-adversarial-network unsupervised-domain-adaptation cyclegan faster-rcnn
Language:Python 63
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 63
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 60
fpv-iplab / DA-RetinaNet
Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'
da-retinanet cityscapes foggy-cityscapes detectron2 google-colab domain-adaptation object-detection coco-annotations cyclegan pascal-voc retinanet domain-adaptation-object-detection cityscapes-dataset unsupervised-domain-adaptation
Language:Python 59
hellowangqian / domain-adaptation-capls
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling
domain-adaptation zero-shot-learning unsupervised-domain-adaptation office-home pseudo-labeling structured-prediction
Language:MATLAB 53
GiovanniPasq / DA-Faster-RCNN
Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild
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 48
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 46
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 45
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 42
Kaiseem / DAR-UNet
[JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation
semantic-segmentation unsupervised-domain-adaptation crossmoda-2021
Language:Python 36
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 34
shayangharib / AUDASC
Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification
domain-adaptation unsupervised-domain-adaptation acoustic-scenes acoustic-scene-classification adversarial-domain-adaptation audio-processing deep-learning deep-neural-networks transfer-learning auditory-scene-classification
Language:Python 34
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
jacobzhaoziyuan / MT-UDA
[MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels"
convolutional-neural-networks generative-adversarial-network image-segmentation medical-image-analysis pytorch semi-supervised-learning ssl uda unet unsupervised-domain-adaptation
Language:Python 28
Kinpzz / UDASOD-UPL
Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning, AAAI Conference on Artificial Intelligence (AAAI), 2022
salient-object-detection copy-paste unsupervised-domain-adaptation segmentation pytorch
Language:Python 28
fpv-iplab / STMDA-RetinaNet
Official Detectron2 implementation of STMDA-RetinaNet of our Computer Vision and Image Understanding 2022 work 'A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training'
detectron2 cyclegan google-colab domain-adaptation object-detection coco-annotations stmda-retinanet unsupervised-domain-adaptation deep-learning
Language:Python 27
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 27
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 27
shafieelab / Medical-Domain-Adaptive-Neural-Networks
Adaptive Adversarial Neural Networks for Lossy and Domain-Shifted Medical Image Analysis.
image-quality unsupervised-domain-adaptation unannotated-medical-images adversarial-learning shafieelab self-supervised-learning unsupervised-learning office-31
Language:Python 25
ShishuaiHu / DoCR
Code for [MICCAI 2022] Domain Specific Convolution and High Frequency Reconstruction based Unsupervised Domain Adaptation for Medical Image Segmentation.
medical-image-segmentation unsupervised-domain-adaptation domain-adaptation dynamic-convolution
Language:Python 25
scheckmedia / centernet-uda
This repository holds a small framework to evaluate unsupervised domain adaptation methods in combination with a CenterNet object detection network.
centernet pytorch image-processing cnn neural-network unsupervised-domain-adaptation uda
Language:Python 24
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 24
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 24
XiaoYee / ACAN
Code for NAACL 2019 paper: Adversarial Category Alignment Network for Cross-domain Sentiment Classification
domain-adaptation sentiment-classification unsupervised-domain-adaptation
Language:Python 23
user0407 / CLUDA
Implementation of CLUDA: Contrastive learning in Unsupervised Domian Adaptation in Semantic Segmentation
contrastive-learning semantic-segmentation unsupervised-domain-adaptation
Language:Python 22

unsupervised-domain-adaptation

thuml / Transfer-Learning-Library

yxgeee / MMT

lhoyer / DAFormer

open-mmlab / OpenUnReID

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

lhoyer / HRDA

chengchunhsu / EveryPixelMatters

emadeldeen24 / AdaTime

visinf / da-sac

xiangjjj / implicit_alignment

hikvision-research / ProbabilisticTeacher

LCAD-UFES / publications-arruda-ijcnn-2019

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

xmed-lab / GenericSSL

fpv-iplab / DA-RetinaNet

hellowangqian / domain-adaptation-capls

GiovanniPasq / DA-Faster-RCNN

DenisDsh / PyTorch-Deep-CORAL

darrenjkt / SEE-MTDA

rkobler / TSMNet

Kaiseem / DAR-UNet

ESanchezLozano / SAIC-Unsupervised-landmark-detection-NeurIPS2019

shayangharib / AUDASC

WangWenhao0716 / Attentive-WaveBlock

jacobzhaoziyuan / MT-UDA

Kinpzz / UDASOD-UPL

fpv-iplab / STMDA-RetinaNet

ispc-lab / BMD

theo2021 / OnDA

shafieelab / Medical-Domain-Adaptive-Neural-Networks

ShishuaiHu / DoCR

scheckmedia / centernet-uda

TFboys-lzz / MPSCL

zysymu / AdaMatch-pytorch

XiaoYee / ACAN

user0407 / CLUDA