We introduce salad, an open source toolbox that provides a unified implementation of state-of-the-art methods for transfer learning, semi-supervised learning and domain adaptation. In the first release, we provide a framework for reproducing, extending and combining research results of the past years, including model architectures, loss functions and training algorithms. The toolbox along with first benchmark results and further resources is accessible at domainadaptation.org.
Steffen Schneider (Facebook AI Research)
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2020 Poster: Improving robustness against common corruptions by covariate shift adaptation »
Steffen Schneider · Evgenia Rusak · Luisa Eck · Oliver Bringmann · Wieland Brendel · Matthias Bethge