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Convolutional Neural Networks Analyzed via Convolutional Sparse Coding

27 July 2016

Papers citing "Convolutional Neural Networks Analyzed via Convolutional Sparse Coding"

30 / 30 papers shown

Title
Hyper-SET: Designing Transformers via Hyperspherical Energy Minimization Yunzhe Hu Difan Zou Dong Xu 150 1 0 17 Feb 2025
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 225 4 0 01 Mar 2024
Supervised Deep Sparse Coding Networks Xiaoxia Sun Nasser M. Nasrabadi T. Tran BDL 82 15 0 29 Jan 2017
Highway and Residual Networks learn Unrolled Iterative Estimation Klaus Greff R. Srivastava Jürgen Schmidhuber AI4TS 116 216 0 22 Dec 2016
Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems Raja Giryes Yonina C. Eldar A. Bronstein Guillermo Sapiro 69 85 0 30 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 760 37,927 0 20 May 2016
Maximal Sparsity with Deep Networks? Bo Xin Yizhou Wang Wen Gao David Wipf 3DPC 82 16 0 05 May 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 265 10,273 0 27 Mar 2016
Texture Networks: Feed-forward Synthesis of Textures and Stylized Images Dmitry Ulyanov V. Lebedev Andrea Vedaldi Victor Lempitsky 3DH 66 948 0 10 Mar 2016
Trainlets: Dictionary Learning in High Dimensions Jeremias Sulam Boaz Ophir M. Zibulevsky Michael Elad 181 103 0 31 Jan 2016
A Deep Generative Deconvolutional Image Model Yunchen Pu Xin Yuan Andrew Stevens Chunyuan Li Lawrence Carin BDL VLM 67 44 0 23 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
A Neural Algorithm of Artistic Style Leon A. Gatys Alexander S. Ecker Matthias Bethge GAN 95 2,866 0 26 Aug 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 122 187 0 30 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 469 43,357 0 11 Feb 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 172 8,099 0 31 Dec 2014
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 254 4,683 0 21 Dec 2014
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 265 1,202 0 30 Nov 2014
Sparse Modeling for Image and Vision Processing Julien Mairal Francis R. Bach Jean Ponce VLM 102 491 0 12 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,575 0 04 Sep 2014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization Yann N. Dauphin Razvan Pascanu Çağlar Gülçehre Kyunghyun Cho Surya Ganguli Yoshua Bengio ODL 134 1,394 0 10 Jun 2014
Dictionary learning for fast classification based on soft-thresholding Alhussein Fawzi Mike Davies P. Frossard 95 47 0 09 Feb 2014
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 200 1,852 0 20 Dec 2013
Provable Bounds for Learning Some Deep Representations Sanjeev Arora Aditya Bhaskara Rong Ge Tengyu Ma BDL 109 335 0 23 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 695 31,571 0 16 Jan 2013
Learning efficient sparse and low rank models Pablo Sprechmann A. Bronstein Guillermo Sapiro 167 192 0 14 Dec 2012
Invariant Scattering Convolution Networks Joan Bruna S. Mallat 136 1,279 0 05 Mar 2012
Group Invariant Scattering S. Mallat 126 993 0 12 Jan 2011
Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization W. Dong Lei Zhang Guangming Shi Xiaolin Wu 96 1,356 0 06 Dec 2010
Task-Driven Dictionary Learning Julien Mairal Francis R. Bach Jean Ponce 102 897 0 27 Sep 2010