Convergent Learning: Do different neural networks learn the same representations?

Yixuan Li, Jason Yosinski, Jeff Clune, Hod Lipson, John E. Hopcroft. Convergent Learning: Do different neural networks learn the same representations?. In Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, FE 2015, co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), Montreal, Canada, December 11-12, 2015. Volume 44 of JMLR Workshop and Conference Proceedings, pages 196-212, JMLR.org, 2015. [doi]

@inproceedings{LiYCLH15,
  title = {Convergent Learning: Do different neural networks learn the same representations?},
  author = {Yixuan Li and Jason Yosinski and Jeff Clune and Hod Lipson and John E. Hopcroft},
  year = {2015},
  url = {http://jmlr.org/proceedings/papers/v44/li15convergent.html},
  researchr = {https://researchr.org/publication/LiYCLH15},
  cites = {0},
  citedby = {0},
  pages = {196-212},
  booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, FE 2015, co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), Montreal, Canada, December 11-12, 2015},
  volume = {44},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}