ResNEsts and DenseNEsts: Block-based DNN Models with Improved
Representation Guarantees

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ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees

10 November 2021

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Papers citing "ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees"

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Title
Subspace Representation Learning for Sparse Linear Arrays to Localize More Sources than Sensors: A Deep Learning Methodology Kuan-Lin Chen Bhaskar D. Rao 68 1 0 29 Aug 2024
Towards Understanding the Importance of Shortcut Connections in Residual Networks Tianyi Liu Minshuo Chen Mo Zhou S. Du Enlu Zhou T. Zhao 44 45 0 10 Sep 2019
Depth with Nonlinearity Creates No Bad Local Minima in ResNets Kenji Kawaguchi Yoshua Bengio ODL 95 64 0 21 Oct 2018
Are ResNets Provably Better than Linear Predictors? Ohad Shamir 69 54 0 18 Apr 2018
Understanding the Loss Surface of Neural Networks for Binary Classification Shiyu Liang Ruoyu Sun Yixuan Li R. Srikant 87 88 0 19 Feb 2018
Visualizing the Loss Landscape of Neural Nets Hao Li Zheng Xu Gavin Taylor Christoph Studer Tom Goldstein 266 1,901 0 28 Dec 2017
The Microsoft 2017 Conversational Speech Recognition System Wayne Xiong Lingfeng Wu F. Alleva J. Droppo Xuedong Huang A. Stolcke 83 466 0 21 Aug 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 527 10,358 0 16 Nov 2016
Identity Matters in Deep Learning Moritz Hardt Tengyu Ma OOD 99 399 0 14 Nov 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 248 8,737 0 15 Jun 2016
Wide Residual Networks Sergey Zagoruyko N. Komodakis 362 8,005 0 23 May 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 357 10,204 0 16 Mar 2016
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 114 6,204 0 14 Nov 2015
Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition Rong Ge Furong Huang Chi Jin Yang Yuan 146 1,059 0 06 Mar 2015
Convolutional Neural Networks at Constrained Time Cost Kaiming He Jian Sun 3DV 88 1,292 0 04 Dec 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 609 15,907 0 12 Nov 2013