Domain Adaptation & Transfer Learning Repositories

salad

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

awesome-transfer-learning

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

girm

Generalized Invariant Risk Minimization

datasets

Datasets for Domain Adaptation

robusta

Robustness & Adaptation

batchnorm

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

continual

domainadaptation.github.io

Domain Adaptation Webpage

robustness

Corruption and Perturbation Robustness (ICLR 2019)

selflearning

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

Stylized-ImageNet

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

transfer-learning-algorithms

Implementation of many transfer learning algorithms in Python with Jupyter notebooks