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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

thunlp/TAADpapers

A collection of must-read papers on adversarial attacks and defenses for natural language processing.

1.6K
Experimental
Python
ML Ops
Computer Vision
Python
#adversarial-attacks#adversarial-defense#natural-language-processing

BorealisAI/advertorch

A toolbox for adversarial robustness research, focused on building more secure machine learning models.

1.4K
Archived
Jupyter Notebook
Adversarial Attacks
Robustness
PyTorch
#adversarial-attacks#adversarial-examples#machine-learning-security

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

wubinzzu/NeuRec

A next-generation recommendation system library for building AI-powered content discovery platforms.

1.1K
Archived
Python
Recommender Systems
Databases
TensorFlow
#recommender-systems#deep-learning#collaborative-filtering

wywu/LAB

A boundary-aware face alignment algorithm for computer vision tasks, published at CVPR 2018.

1.0K
Archived
C++
Computer Vision
#face-alignment#facial-landmarks#computer-vision

tensorflow/neural-structured-learning

A library for training neural models with structured signals, useful for AI and machine learning developers.

1.0K
Active
Python
ML Ops
Inference
TensorFlow
#adversarial-learning#graph-learning#regularization

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