Domain Adaptation & Transfer Learning Repositories

awesome-transfer-learning

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

batchnorm

See https://github.com/bethgelab/robustness for the source code release.

continual

datasets

Datasets for Domain Adaptation

domainadaptation.github.io

Domain Adaptation Webpage

girm

Generalized Invariant Risk Minimization

robusta

Robustness & Adaptation

robustness

Corruption and Perturbation Robustness (ICLR 2019)

salad

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

selflearning

See https://github.com/bethgelab/robustness for the source code release.

domainadaptation/salad

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

domainadaptation/awesome-transfer-learning

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

domainadaptation/girm

Generalized Invariant Risk Minimization

domainadaptation/datasets

Datasets for Domain Adaptation

domainadaptation/robusta

Robustness & Adaptation

domainadaptation/batchnorm

See https://github.com/bethgelab/robustness for the source code release.

domainadaptation/continual

domainadaptation/domainadaptation.github.io

Domain Adaptation Webpage

domainadaptation/robustness

Corruption and Perturbation Robustness (ICLR 2019)

domainadaptation/selflearning

See https://github.com/bethgelab/robustness for the source code release.

domainadaptation/Stylized-ImageNet

Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)

domainadaptation/transfer-learning-algorithms

Implementation of many transfer learning algorithms in Python with Jupyter notebooks