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
transferlearning domain-adaptation transfer-learning survey deep-learning generalization few-shot tutorial-code theory papers few-shot-learning meta-learning domain-generalization representation-learning unsupervised-learning machine-learning self-supervised-learning paper style-transfer domain-adaption
Language:Python 12890
zhaoxin94 / awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
transfer-learning domain-adaptation adversarial-learning image-translation awesome-list paper zero-shot-learning few-shot-learning optimal-transport
4902
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 3158
jindongwang / transferlearning-tutorial
《迁移学习简明手册》LaTex源码
awsome domain-adaptation transfer-learning tutorial
Language:TeX 2442
PythonOT / POT
POT : Python Optimal Transport
optimal-transport numerical-optimization machine-learning emd ot-mapping-estimation wasserstein-barycenter ot-solver python wasserstein wasserstein-discriminant-analysis gromov-wasserstein wasserstein-barycenters sinkhorn-divergences sinkhorn-knopp pot domain-adaptation
Language:Python 2259
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
transfer-learning domain-adaptation unsupervised-learning paper awesome-list
1681
rinongal / StyleGAN-nada
domain-adaptation generative-adversarial-network stylegan
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 1087
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 839
easezyc / deep-transfer-learning
A collection of implementations of deep domain adaptation algorithms
deep-transfer-learning domain-adaptation pytorch transfer-learning
Language:Python 837
fungtion / DANN
pytorch implementation of Domain-Adversarial Training of Neural Networks
domain-adaptation pytorch
Language:Python 794
pumpikano / tf-dann
Domain-Adversarial Neural Network in Tensorflow
adversarial-learning domain-adaptation tensorflow-models
Language:Jupyter Notebook 627
mbs0221 / Multitask-Learning
Awesome Multitask Learning Resources
multi-task-learning deep-learning sparse-learning domain-adaptation transfer-learning meta-learning few-shot-learning convex-optimization federated-learning machine-learning
624
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
512
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 508
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 500
fungtion / DANN_py3
python 3 pytorch implementation of DANN
dann docker domain-adaptation python3 pytorch
Language:Python 482
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 463
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!
machine-learning knowledge-aware-learning computer-vision graph-analysis pytorch medical-image-analysis multimodal-learning transfer-learning domain-adaptation data-science deep-learning meta-learning python multimodal
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
awesome-list domain-adaptation robustness test-time-adaptation
419
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 416
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 416
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 414
huanghoujing / EANet
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
cross-domain domain-adaptation eanet person-reid person-reidentification pytorch reid reid-baseline
Language:Python 397
Seg-Uncertainty
layumi / Seg-Uncertainty
IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
cityscapes domain-adaptation domainadaptation gta5 ijcai ijcai2020 ijcv mrnet pytorch pytorch-implementation robotcar self-driving-car semantic-segmentation synthia transfer-learning
Language:Python 379
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 362
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.
computer-vision deep-learning domain-adaptation machine-learning pytorch transfer-learning
Language:Python 324
Junjue-Wang / LoveDA
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
domain-adaptation pytorch remote-sensing semantic-segmentation
Language:Python 315
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
bert domain-adaptation information-retrieval nlp transformers vector-search
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
285
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 279

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

wasidennis / AdaptSegNet

easezyc / deep-transfer-learning

fungtion / DANN

pumpikano / tf-dann

mbs0221 / Multitask-Learning

tim-learn / awesome-test-time-adaptation

BatsResearch / bonito

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

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

naoto0804 / cross-domain-detection

tim-learn / SHOT

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