Shallow-Deep Networks: Understanding and Mitigating Network Overthinking

Yigitcan Kaya, Sanghyun Hong, Tudor Dumitras. Shallow-Deep Networks: Understanding and Mitigating Network Overthinking. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 3301-3310, PMLR, 2019. [doi]

Authors

Yigitcan Kaya

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Sanghyun Hong

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Tudor Dumitras

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