Residual Networks Behave Like Ensembles of Relatively Shallow Networks

Andreas Veit, Michael J. Wilber, Serge J. Belongie. Residual Networks Behave Like Ensembles of Relatively Shallow Networks. In Daniel D. Lee, Masashi Sugiyama, Ulrike V. Luxburg, Isabelle Guyon, Roman Garnett, editors, Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain. pages 550-558, 2016. [doi]

@inproceedings{VeitWB16,
  title = {Residual Networks Behave Like Ensembles of Relatively Shallow Networks},
  author = {Andreas Veit and Michael J. Wilber and Serge J. Belongie},
  year = {2016},
  url = {http://papers.nips.cc/paper/6556-residual-networks-behave-like-ensembles-of-relatively-shallow-networks},
  researchr = {https://researchr.org/publication/VeitWB16},
  cites = {0},
  citedby = {0},
  pages = {550-558},
  booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain},
  editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike V. Luxburg and Isabelle Guyon and Roman Garnett},
}