An intriguing failing of convolutional neural networks and the CoordConv solution

Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski. An intriguing failing of convolutional neural networks and the CoordConv solution. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 9628-9639, 2018. [doi]

Authors

Rosanne Liu

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Joel Lehman

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Piero Molino

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Felipe Petroski Such

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Eric Frank

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Alex Sergeev

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Jason Yosinski

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