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集合主题趋势排行榜
#

domain-adaptation

Website
Wikipedia
jindongwang/transferlearning
https://static.github-zh.com/github_avatars/jindongwang?size=40
jindongwang / transferlearning

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

transferlearningdomain-adaptationtransfer-learningsurvey深度学习generalizationfew-shottutorial-codetheorypapersfew-shot-learningmeta-learningdomain-generalizationrepresentation-learningunsupervised-learning机器学习self-supervised-learningBukkitstyle-transfer
Python 13.95 k
4 个月前
https://static.github-zh.com/github_avatars/zhaoxin94?size=40
zhaoxin94 / awesome-domain-adaptation

#Awesome#A collection of AWESOME things about domian adaptation

transfer-learningdomain-adaptationadversarial-learningimage-translationAwesome ListsBukkitzero-shot-learningfew-shot-learningoptimal-transport
5.28 k
8 个月前
https://static.github-zh.com/github_avatars/thuml?size=40
thuml / Transfer-Learning-Library

#计算机科学#Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

domain-adaptationtransfer-learningfinetuneunsupervised-domain-adaptationimage-translationadversarial-learning深度学习semi-supervised-learning
Python 3.71 k
1 年前
https://static.github-zh.com/github_avatars/PythonOT?size=40
PythonOT / POT

#计算机科学#POT : Python Optimal Transport

optimal-transportnumerical-optimization机器学习emdot-mapping-estimationwasserstein-barycenterot-solverPythonwassersteinwasserstein-discriminant-analysispotdomain-adaptation
Python 2.56 k
13 天前
https://static.github-zh.com/github_avatars/jindongwang?size=40
jindongwang / transferlearning-tutorial

《迁移学习简明手册》LaTex源码

transfer-learningdomain-adaptation教程awsome
TeX 2.52 k
2 年前
https://static.github-zh.com/github_avatars/artix41?size=40
artix41 / awesome-transfer-learning

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

transfer-learningdomain-adaptationunsupervised-learningBukkitAwesome Lists
1.75 k
2 年前
https://static.github-zh.com/github_avatars/KaiyangZhou?size=40
KaiyangZhou / Dassl.pytorch

#计算机科学#A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

PyTorchsemi-supervised-learningdomain-adaptationdomain-generalization深度学习机器学习机器视觉人工智能深度神经网络
Python 1.33 k
2 年前
https://static.github-zh.com/github_avatars/rinongal?size=40
rinongal / StyleGAN-nada

domain-adaptationstyleganGenerative Adversarial Network
Python 1.18 k
3 年前
https://static.github-zh.com/github_avatars/tim-learn?size=40
tim-learn / awesome-test-time-adaptation

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

domain-adaptationdomain-generalizationtransfer-learning
1.02 k
13 天前
https://static.github-zh.com/github_avatars/easezyc?size=40
easezyc / deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

PyTorchdomain-adaptationtransfer-learning
Python 933
3 年前
https://static.github-zh.com/github_avatars/fungtion?size=40
fungtion / DANN

pytorch implementation of Domain-Adversarial Training of Neural Networks

PyTorchdomain-adaptation
Python 884
6 年前
https://static.github-zh.com/github_avatars/wasidennis?size=40
wasidennis / AdaptSegNet

#计算机科学#Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

深度学习机器视觉domain-adaptationsemantic-segmentationGenerative Adversarial Networkadversarial-learningPyTorch
Python 853
5 年前
https://static.github-zh.com/github_avatars/BatsResearch?size=40
BatsResearch / bonito

#大语言模型#A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

大语言模型synthetic-datasynthetic-dataset-generationzero-shot-learningdomain-adaptationgpttask-adaptation
Python 778
4 个月前
https://static.github-zh.com/github_avatars/mbs0221?size=40
mbs0221 / Multitask-Learning

#计算机科学#Awesome Multitask Learning Resources

multi-task-learning深度学习domain-adaptationtransfer-learningmeta-learningfew-shot-learningconvex-optimizationfederated-learning机器学习
665
4 年前
https://static.github-zh.com/github_avatars/pumpikano?size=40
pumpikano / tf-dann

Domain-Adversarial Neural Network in Tensorflow

domain-adaptationTensorflowadversarial-learning
Jupyter Notebook 631
4 年前
https://static.github-zh.com/github_avatars/cs-chan?size=40
cs-chan / Exclusively-Dark-Image-Dataset

#计算机科学#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-da...

机器视觉object-detection深度学习datasetdomain-adaptation图像处理image-translation
MATLAB 572
2 年前
https://static.github-zh.com/github_avatars/fungtion?size=40
fungtion / DANN_py3

python 3 pytorch implementation of DANN

PythonDockerPyTorchdomain-adaptation
Python 537
3 年前
https://static.github-zh.com/github_avatars/YuejiangLIU?size=40
YuejiangLIU / awesome-source-free-test-time-adaptation

#Awesome#A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

domain-adaptationrobustnessAwesome Lists
504
1 年前
https://static.github-zh.com/github_avatars/corenel?size=40
corenel / pytorch-adda

#计算机科学#A PyTorch implementation for Adversarial Discriminative Domain Adaptation

深度学习PyTorchdomain-adaptationGenerative Adversarial Network
Python 486
3 年前
https://static.github-zh.com/github_avatars/yxgeee?size=40
yxgeee / MMT

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

unsupervised-domain-adaptationunsupervised-learningperson-reidimage-retrievaldomain-adaptationcross-domainopen-set-domain-adaptation
Python 478
1 年前
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