domain-adaptation

There are 43 repositories under domain-adaptation topic.

transferlearning
jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
deep-learning domain-adaptation domain-adaption domain-generalization few-shot few-shot-learning generalization machine-learning meta-learning paper papers representation-learning self-supervised-learning style-transfer survey theory transfer-learning transferlearning tutorial-code unsupervised-learning
Language:Python 12920
zhaoxin94 / awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
adversarial-learning awesome-list domain-adaptation few-shot-learning image-translation optimal-transport paper transfer-learning zero-shot-learning
4905
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 3178
jindongwang / transferlearning-tutorial
《迁移学习简明手册》LaTex源码
transfer-learning domain-adaptation tutorial awsome
Language:TeX 2445
PythonOT / POT
POT : Python Optimal Transport
domain-adaptation emd gromov-wasserstein machine-learning numerical-optimization optimal-transport ot-mapping-estimation ot-solver pot python sinkhorn-divergences sinkhorn-knopp wasserstein wasserstein-barycenter wasserstein-barycenters wasserstein-discriminant-analysis
Language:Python 2262
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
awesome-list domain-adaptation paper transfer-learning unsupervised-learning
1682
rinongal / StyleGAN-nada
domain-adaptation stylegan generative-adversarial-network
Language:Python 1145
KaiyangZhou / Dassl.pytorch
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
pytorch benchmark-datasets semi-supervised-learning domain-adaptation domain-generalization deep-learning machine-learning computer-vision artificial-intelligence deep-neural-networks
Language:Python 1092
easezyc / deep-transfer-learning
A collection of implementations of deep domain adaptation algorithms
pytorch deep-transfer-learning domain-adaptation transfer-learning
Language:Python 842
wasidennis / AdaptSegNet
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
deep-learning computer-vision domain-adaptation semantic-segmentation generative-adversarial-network adversarial-learning pytorch
Language:Python 840
fungtion / DANN
pytorch implementation of Domain-Adversarial Training of Neural Networks
pytorch domain-adaptation
Language:Python 799
pumpikano / tf-dann
Domain-Adversarial Neural Network in Tensorflow
domain-adaptation tensorflow-models adversarial-learning
Language:Jupyter Notebook 627
mbs0221 / Multitask-Learning
Awesome Multitask Learning Resources
convex-optimization deep-learning domain-adaptation federated-learning few-shot-learning machine-learning meta-learning multi-task-learning sparse-learning transfer-learning
625
BatsResearch / bonito
A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
llm synthetic-data synthetic-dataset-generation zero-shot-learning domain-adaptation gpt task-adaptation
Language:Python 519
tim-learn / awesome-test-time-adaptation
Collection of awesome test-time (domain/batch/instance) adaptation methods
continual-test-time-adaptation distribution-shift domain-adaptation domain-generalization source-free-domain-adaptation test-time-adaptation test-time-augmentation test-time-training transfer-learning
517
cs-chan / Exclusively-Dark-Image-Dataset
Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
computer-vision object-detection low-light-image deep-learning dataset domain-adaptation image-processing image-translation night-images exdark
Language:MATLAB 501
fungtion / DANN_py3
python 3 pytorch implementation of DANN
python3 docker dann pytorch domain-adaptation
Language:Python 483
corenel / pytorch-adda
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
deep-learning pytorch domain-adaptation generative-adversarial-network
Language:Python 465
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
pykale
pykale / pykale
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
computer-vision data-science deep-learning domain-adaptation graph-analysis knowledge-aware-learning machine-learning medical-image-analysis meta-learning multimodal multimodal-learning python pytorch transfer-learning
Language:Python 427
powerful-benchmarker
KevinMusgrave / powerful-benchmarker
A library for ML benchmarking. It's powerful.
pytorch benchmarking computer-vision machine-learning deep-learning domain-adaptation metric-learning transfer-learning
Language:Jupyter Notebook 426
YuejiangLIU / awesome-source-free-test-time-adaptation
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
test-time-adaptation domain-adaptation robustness awesome-list
419
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"
domain-adaptation transfer-learning icml-2020 source-hypothesis-transfer partial-set-domain-adaptation multi-source-domain-adaptation pseudo-labeling source-free-domain-adaptation
Language:Python 418
CVLAB-Unibo / Real-time-self-adaptive-deep-stereo
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
tensorflow stereo-vision domain-adaptation online-adaptation dispnet madnet unsupervised-machine-learning cvpr2019 cvpr2019-oral deep-stereo-network pretrained-weights
Language:Python 417
naoto0804 / cross-domain-detection
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
object-detection weakly-supervised-learning cross-domain chainer domain-adaptation
Language:Python 417
huanghoujing / EANet
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
person-reidentification reid reid-baseline eanet person-reid cross-domain domain-adaptation pytorch
Language:Python 397
Seg-Uncertainty
layumi / Seg-Uncertainty
IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
ijcai domain-adaptation semantic-segmentation pytorch ijcai2020 pytorch-implementation gta5 cityscapes synthia robotcar self-driving-car domainadaptation transfer-learning mrnet ijcv
Language:Python 381
wenbowen123 / iros20-6d-pose-tracking
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
robotics tracking computer-vision pose-estimation 3d manipulation robot robots domain-adaptation dataset human-robot-interaction ycb ycb-video synthetic-data synthetic-domains 6dof-pose 6dof-tracking 6d-pose-estimation
Language:Python 365
domainadaptation / salad
A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
deep-learning domain-adaptation machine-learning pytorch
Language:HTML 331
pytorch-adapt
KevinMusgrave / pytorch-adapt
Domain adaptation made easy. Fully featured, modular, and customizable.
pytorch domain-adaptation machine-learning deep-learning transfer-learning computer-vision
Language:Python 325
Junjue-Wang / LoveDA
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
semantic-segmentation domain-adaptation remote-sensing pytorch
Language:Python 318
UKPLab / gpl
Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577
information-retrieval domain-adaptation nlp transformers vector-search bert
Language:Python 310
krumo / Domain-Adaptive-Faster-RCNN-PyTorch
Domain Adaptive Faster R-CNN in PyTorch
domain-adaptation object-detection
Language:Python 297
CLAN
RoyalVane / CLAN
( TPAMI2022 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
semantic-segmentation domain-adaptation adversarial-learning transfer-learning
Language:Python 290
wangs311 / awesome-domain-adaptation-object-detection
A collection of papers about domain adaptation object detection. Welcome to PR the works (papers, repositories) that are missed by the repo.
domain-adaptation-object-detection domain-adaptation object-detection
286
microsoft / ProDA
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
deep-learning neural-network domain-adaptation semantic-segmentation semi-supervised-learning pseudo-label computer-vision
Language:Python 281

domain-adaptation

jindongwang / transferlearning

zhaoxin94 / awesome-domain-adaptation

thuml / Transfer-Learning-Library

jindongwang / transferlearning-tutorial

PythonOT / POT

artix41 / awesome-transfer-learning

rinongal / StyleGAN-nada

KaiyangZhou / Dassl.pytorch

easezyc / deep-transfer-learning

wasidennis / AdaptSegNet

fungtion / DANN

pumpikano / tf-dann

mbs0221 / Multitask-Learning

BatsResearch / bonito

tim-learn / awesome-test-time-adaptation

cs-chan / Exclusively-Dark-Image-Dataset

fungtion / DANN_py3

corenel / pytorch-adda

yxgeee / MMT

pykale / pykale

KevinMusgrave / powerful-benchmarker

YuejiangLIU / awesome-source-free-test-time-adaptation

tim-learn / SHOT

CVLAB-Unibo / Real-time-self-adaptive-deep-stereo

naoto0804 / cross-domain-detection

huanghoujing / EANet

layumi / Seg-Uncertainty

wenbowen123 / iros20-6d-pose-tracking

domainadaptation / salad

KevinMusgrave / pytorch-adapt

Junjue-Wang / LoveDA

UKPLab / gpl

krumo / Domain-Adaptive-Faster-RCNN-PyTorch

RoyalVane / CLAN

wangs311 / awesome-domain-adaptation-object-detection

microsoft / ProDA