Dual Convexified Convolutional Neural Networks

27 May 2022

Papers citing "Dual Convexified Convolutional Neural Networks"

13 / 13 papers shown

Title
Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks Mert Pilanci Tolga Ergen 51 118 0 24 Feb 2020
Optimal transport mapping via input convex neural networks Ashok Vardhan Makkuva Amirhossein Taghvaei Sewoong Oh Jason D. Lee OT 17 199 0 28 Aug 2019
On Exact Computation with an Infinitely Wide Neural Net Sanjeev Arora S. Du Wei Hu Zhiyuan Li Ruslan Salakhutdinov Ruosong Wang 123 915 0 26 Apr 2019
Greedy Layerwise Learning Can Scale to ImageNet Eugene Belilovsky Michael Eickenberg Edouard Oyallon 74 180 0 29 Dec 2018
Neural Tangent Kernel: Convergence and Generalization in Neural Networks Arthur Jacot Franck Gabriel Clément Hongler 139 3,160 0 20 Jun 2018
Implicit Bias of Gradient Descent on Linear Convolutional Networks Suriya Gunasekar Jason D. Lee Daniel Soudry Nathan Srebro MDE 40 408 0 01 Jun 2018
Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels Kai Zhong Zhao Song Inderjit S. Dhillon 45 75 0 08 Nov 2017
Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition Shizhong Han Zibo Meng Ahmed-Shehab Khan Yan Tong CLL 26 109 0 17 Jul 2017
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 76 2,488 0 29 Sep 2016
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 250 611 0 22 Sep 2016
Convexified Convolutional Neural Networks Yuchen Zhang Percy Liang Martin J. Wainwright 103 65 0 04 Sep 2016
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 683 99,991 0 04 Sep 2014
Convolutional Kernel Networks Julien Mairal Piotr Koniusz Zaïd Harchaoui Cordelia Schmid 60 380 0 12 Jun 2014