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jindongwang/transferlearning

A comprehensive repository covering papers, codes, datasets, tutorials, and applications for transfer learning, domain adaptation, and more.

14.3K
Experimental
Python
Machine Learning
Python
#transfer-learning#domain-adaptation#domain-generalization

zhaoxin94/awesome-domain-adaptation

A curated list of resources related to domain adaptation, a technique used to improve AI model performance on new datasets.

5.4K
Stable
ML Ops
Tutorials & Courses
#domain-adaptation#transfer-learning#machine-learning

thuml/Transfer-Learning-Library

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

3.9K
Archived
Python
Transfer Learning
Domain Adaptation
Python
#transfer-learning#domain-adaptation#out-of-distribution-generalization

PythonOT/POT

Python library for optimal transport and related problems, useful for machine learning tasks.

2.8K
Active
Python
ML Ops
API Frameworks
Python
#optimal-transport#wasserstein-distance#machine-learning

jindongwang/transferlearning-tutorial

A tutorial on transfer learning, a fundamental technique in machine learning and AI.

2.5K
Archived
TeX
Transfer Learning
Tutorials & Courses
#machine-learning#ai#transfer-learning

artix41/awesome-transfer-learning

A curated list of resources for transfer learning and domain adaptation research and applications.

1.8K
Archived
Transfer Learning
#transfer-learning#domain-adaptation#unsupervised-learning

KaiyangZhou/Dassl.pytorch

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

1.4K
Archived
Python
Computer Vision
Machine Learning
PyTorch
#computer-vision#deep-learning#domain-adaptation

RoyalVane/CLAN

Research paper on domain adaptation and semantic-consistent transfer learning for computer vision.

1.3K
Archived
Python
Computer Vision
Papers & Publications
Python
#domain-adaptation#semantic-segmentation#transfer-learning

tim-learn/awesome-test-time-adaptation

A collection of awesome test-time (domain/batch/instance) adaptation methods for machine learning models.

1.2K
Stable
Transfer Learning
Domain Adaptation
#continual-test-time-adaptation#distribution-shift#domain-adaptation

rinongal/StyleGAN-nada

A PyTorch implementation of StyleGAN for domain adaptation, using pre-trained models to generate new images.

1.2K
Archived
Python
Generative Adversarial Network
Fine-tuning
PyTorch
#generative-adversarial-network#domain-adaptation#stylegan

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