A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness

James Diffenderfer, Brian R. Bartoldson, Shreya Chaganti, Jize Zhang, Bhavya Kailkhura. A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 664-676, 2021. [doi]

@inproceedings{DiffenderferBCZ21,
  title = {A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness},
  author = {James Diffenderfer and Brian R. Bartoldson and Shreya Chaganti and Jize Zhang and Bhavya Kailkhura},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/0607f4c705595b911a4f3e7a127b44e0-Abstract.html},
  researchr = {https://researchr.org/publication/DiffenderferBCZ21},
  cites = {0},
  citedby = {0},
  pages = {664-676},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}