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domain-adaptation

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transferlearning

jindongwang /transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

machine-learning deep-learning paper survey style-transfer theory transfer-learning papers representation-learning unsupervised-learning tutorial-code domain-adaptation generalization transferlearning meta-learning few-shot few-shot-learning self-supervised-learning domain-generalization domain-adaption

UpdatedFeb 18, 2025
Python

zhaoxin94 /awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

paper awesome-list transfer-learning image-translation optimal-transport zero-shot-learning adversarial-learning domain-adaptation few-shot-learning

UpdatedOct 14, 2024

thuml /Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

deep-learning semi-supervised-learning self-training transfer-learning image-translation adversarial-learning domain-adaptation finetune unsupervised-domain-adaptation dann out-of-distribution-generalization

UpdatedMay 10, 2024
Python

PythonOT /POT

POT : Python Optimal Transport

python machine-learning pot wasserstein-barycenters numerical-optimization wasserstein emd optimal-transport ot-mapping-estimation wasserstein-barycenter ot-solver domain-adaptation wasserstein-discriminant-analysis gromov-wasserstein sinkhorn-divergences sinkhorn-knopp

UpdatedJul 11, 2025
Python

jindongwang /transferlearning-tutorial

《迁移学习简明手册》LaTex源码

tutorial awsome transfer-learning domain-adaptation

UpdatedMay 2, 2023
TeX

artix41 /awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

paper awesome-list transfer-learning unsupervised-learning domain-adaptation

UpdatedAug 25, 2023

KaiyangZhou /Dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

machine-learning deep-neural-networks computer-vision deep-learning pytorch artificial-intelligence semi-supervised-learning domain-adaptation benchmark-datasets domain-generalization

UpdatedNov 3, 2023
Python

rinongal /StyleGAN-nada

generative-adversarial-network domain-adaptation stylegan

UpdatedSep 29, 2022
Python

tim-learn /awesome-test-time-adaptation

Collection of awesome test-time (domain/batch/instance) adaptation methods

transfer-learning domain-adaptation test-time-augmentation domain-generalization distribution-shift test-time-adaptation source-free-domain-adaptation test-time-training continual-test-time-adaptation

UpdatedJun 30, 2025

easezyc /deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

pytorch transfer-learning domain-adaptation deep-transfer-learning

UpdatedMar 3, 2022
Python

fungtion /DANN

pytorch implementation of Domain-Adversarial Training of Neural Networks

pytorch domain-adaptation

UpdatedJul 26, 2019
Python

wasidennis /AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

computer-vision deep-learning pytorch generative-adversarial-network semantic-segmentation adversarial-learning domain-adaptation

UpdatedAug 14, 2020
Python

BatsResearch /bonito

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

gpt zero-shot-learning domain-adaptation synthetic-data synthetic-dataset-generation llm task-adaptation

UpdatedFeb 28, 2025
Python

mbs0221 /Multitask-Learning

Awesome Multitask Learning Resources

machine-learning deep-learning transfer-learning convex-optimization domain-adaptation multi-task-learning meta-learning federated-learning few-shot-learning sparse-learning

UpdatedApr 13, 2021

pumpikano /tf-dann

Domain-Adversarial Neural Network in Tensorflow

tensorflow-models adversarial-learning domain-adaptation

UpdatedDec 5, 2021
Jupyter Notebook

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 deep-learning image-processing dataset object-detection image-translation domain-adaptation low-light-image night-images exdark

UpdatedAug 29, 2023
MATLAB

fungtion /DANN_py3

python 3 pytorch implementation of DANN

docker python3 pytorch domain-adaptation dann

UpdatedJun 15, 2022
Python

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

Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

awesome-list robustness domain-adaptation test-time-adaptation

UpdatedJun 23, 2024

corenel /pytorch-adda

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

deep-learning pytorch generative-adversarial-network domain-adaptation

UpdatedApr 12, 2022
Python

yxgeee /MMT

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

unsupervised-learning cross-domain image-retrieval domain-adaptation person-re-identification person-reid unsupervised-domain-adaptation person-retrieval open-set-domain-adaptation iclr2020 pseudo-labels

UpdatedJul 25, 2024
Python

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