On the Depth of Deep Neural Networks: A Theoretical View

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On the Depth of Deep Neural Networks: A Theoretical View

17 June 2015

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Papers citing "On the Depth of Deep Neural Networks: A Theoretical View"

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Title
Pairwise Margin Maximization for Deep Neural Networks Berry Weinstein Shai Fine Y. Hel-Or 23 0 0 09 Oct 2021
Contrastive Learning for Label-Efficient Semantic Segmentation Xiangyu Zhao Raviteja Vemulapalli Philip Mansfield Boqing Gong Bradley Green Lior Shapira Ying Nian Wu SSL SSeg 179 177 0 13 Dec 2020
Controlling Neural Level Sets Matan Atzmon Niv Haim Lior Yariv Ofer Israelov Haggai Maron Y. Lipman AI4CE 54 121 0 28 May 2019
Predicting the Generalization Gap in Deep Networks with Margin Distributions Yiding Jiang Dilip Krishnan H. Mobahi Samy Bengio UQCV 95 199 0 28 Sep 2018
Large Margin Deep Networks for Classification Gamaleldin F. Elsayed Dilip Krishnan H. Mobahi Kevin Regan Samy Bengio MQ 74 285 0 15 Mar 2018
Fast learning rate of deep learning via a kernel perspective Taiji Suzuki 51 6 0 29 May 2017
Robust Large Margin Deep Neural Networks Jure Sokolić Raja Giryes Guillermo Sapiro M. Rodrigues 90 309 0 26 May 2016