domain-adaptation

There are 47 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 14069
zhaoxin94 / awesome-domain-adaptation
A collection of AWESOME things about domain adaptation
transfer-learning domain-adaptation adversarial-learning image-translation awesome-list paper zero-shot-learning few-shot-learning optimal-transport
5332
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 3769
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 2629
jindongwang / transferlearning-tutorial
《迁移学习简明手册》LaTex源码
transfer-learning domain-adaptation tutorial awsome
Language:TeX 2530
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
awesome-list domain-adaptation paper transfer-learning unsupervised-learning
1756
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 1364
rinongal / StyleGAN-nada
domain-adaptation generative-adversarial-network stylegan
Language:Python 1175
tim-learn / awesome-test-time-adaptation
Collection of awesome test-time (domain/batch/instance) adaptation methods
distribution-shift source-free-domain-adaptation test-time-adaptation test-time-augmentation test-time-training continual-test-time-adaptation domain-adaptation domain-generalization transfer-learning
1071
easezyc / deep-transfer-learning
A collection of implementations of deep domain adaptation algorithms
deep-transfer-learning domain-adaptation pytorch transfer-learning
Language:Python 942
fungtion / DANN
pytorch implementation of Domain-Adversarial Training of Neural Networks
pytorch domain-adaptation
Language:Python 895
wasidennis / AdaptSegNet
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
adversarial-learning computer-vision deep-learning domain-adaptation generative-adversarial-network pytorch semantic-segmentation
Language:Python 856
BatsResearch / bonito
A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
domain-adaptation gpt llm synthetic-data synthetic-dataset-generation task-adaptation zero-shot-learning
Language:Python 764
mbs0221-mlsys / 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
659
pumpikano / tf-dann
Domain-Adversarial Neural Network in Tensorflow
domain-adaptation tensorflow-models adversarial-learning
Language:Jupyter Notebook 630
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 dataset deep-learning domain-adaptation exdark image-processing image-translation low-light-image night-images object-detection
Language:MATLAB 586
fungtion / DANN_py3
python 3 pytorch implementation of DANN
dann docker domain-adaptation python3 pytorch
Language:Python 531
YuejiangLIU / awesome-source-free-test-time-adaptation
Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
test-time-adaptation domain-adaptation robustness awesome-list
512
DmitryRyumin / ICASSP-2023-24-Papers
ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!
asr denoising domain-adaptation face-recognition icassp icassp2023 keyword-spotting language-modeling self-supervised-learning semantic-segmentation signal-processing signal-restoration speech-recognition vad generative-models image-generation music-generation spoken-language-understanding multimodal-learning icassp2024
Language:Python 503
corenel / pytorch-adda
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
deep-learning domain-adaptation generative-adversarial-network pytorch
Language:Python 488
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 479
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 475
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 icml-2020 multi-source-domain-adaptation partial-set-domain-adaptation pseudo-labeling source-free-domain-adaptation source-hypothesis-transfer transfer-learning
Language:Python 451
powerful-benchmarker
KevinMusgrave / powerful-benchmarker
A library for ML benchmarking. It's powerful.
benchmarking computer-vision deep-learning domain-adaptation machine-learning metric-learning pytorch transfer-learning
Language:Jupyter Notebook 438
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 433
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 423
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 412
Feaxure-fresh / TL-Fault-Diagnosis-Library
Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
domain-adaptation domain-generalization fault-detection-and-diagnosis open-set-domain-adaptation partial-domain-adaptation transfer-learning universal-domain-adaptation
Language:Python 407
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 407
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 398
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 393
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 371
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 337
domainadaptation / salad
A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
domain-adaptation deep-learning machine-learning pytorch
Language:HTML 336
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
336
adapt-python / adapt
Awesome Domain Adaptation Python Toolbox
domain-adaptation transfer-learning few-shot-learning zero-shot-learning adversarial-learning adversarial-networks feature-selection importance-sampling regularization-parameters machine-learning deep-learning generalization python tensorflow scikit-learn dann
Language:Python 328

domain-adaptation

jindongwang / transferlearning

zhaoxin94 / awesome-domain-adaptation

thuml / Transfer-Learning-Library

PythonOT / POT

jindongwang / transferlearning-tutorial

artix41 / awesome-transfer-learning

KaiyangZhou / Dassl.pytorch

rinongal / StyleGAN-nada

tim-learn / awesome-test-time-adaptation

easezyc / deep-transfer-learning

fungtion / DANN

wasidennis / AdaptSegNet

BatsResearch / bonito

mbs0221-mlsys / Multitask-Learning

pumpikano / tf-dann

cs-chan / Exclusively-Dark-Image-Dataset

fungtion / DANN_py3

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

DmitryRyumin / ICASSP-2023-24-Papers

corenel / pytorch-adda

yxgeee / MMT

pykale / pykale

tim-learn / SHOT

KevinMusgrave / powerful-benchmarker

naoto0804 / cross-domain-detection

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

wenbowen123 / iros20-6d-pose-tracking

Feaxure-fresh / TL-Fault-Diagnosis-Library

Junjue-Wang / LoveDA

huanghoujing / EANet

layumi / Seg-Uncertainty

KevinMusgrave / pytorch-adapt

UKPLab / gpl

domainadaptation / salad

wangs311 / awesome-domain-adaptation-object-detection

adapt-python / adapt