Salad: A Toolbox for Semi-supervised Adaptive Learning Across DomainsDownload PDF

Oct 29, 2018 (edited Nov 15, 2018)NIPS 2018 Workshop MLOSS Paper19 DecisionReaders: Everyone
  • Keywords: Domain Adaptation, Transfer Learning, Deep Learning
  • TL;DR: A PyTorch toolbox for comparing and applying popular domain adaptation approaches.
  • Abstract: 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.
  • Decision: accept
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