Learning to Compose Domain-Specific Transformations for Data Augmentation

Alexander J. Ratner, Henry R. Ehrenberg, Zeshan Hussain, Jared Dunnmon, Christopher Ré. Learning to Compose Domain-Specific Transformations for Data Augmentation. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 3239-3249, 2017. [doi]

@inproceedings{RatnerEHDR17,
  title = {Learning to Compose Domain-Specific Transformations for Data Augmentation},
  author = {Alexander J. Ratner and Henry R. Ehrenberg and Zeshan Hussain and Jared Dunnmon and Christopher Ré},
  year = {2017},
  url = {http://papers.nips.cc/paper/6916-learning-to-compose-domain-specific-transformations-for-data-augmentation},
  researchr = {https://researchr.org/publication/RatnerEHDR17},
  cites = {0},
  citedby = {0},
  pages = {3239-3249},
  booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA},
  editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett},
}