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]

Authors

Yixuan Li

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Jason Yosinski

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Jeff Clune

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Hod Lipson

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John E. Hopcroft

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