Winograd Convolution for Deep Neural Networks: Efficient Point Selection

Winograd Convolution for Deep Neural Networks: Efficient Point Selection

25 January 2022

Andrew Anderson

Papers citing "Winograd Convolution for Deep Neural Networks: Efficient Point Selection"

12 / 12 papers shown

Title
Searching for Winograd-aware Quantized Networks Javier Fernandez-Marques P. Whatmough Andrew Mundy Matthew Mattina MQ 37 40 0 25 Feb 2020
DWM: A Decomposable Winograd Method for Convolution Acceleration Di Huang Xishan Zhang Rui Zhang Tian Zhi Deyuan He ... Qi Guo Zidong Du Shaoli Liu Tianshi Chen Yunji Chen 14 26 0 03 Feb 2020
Winograd Convolution for DNNs: Beyond linear polynomials B. Barabasz David Gregg 20 14 0 13 May 2019
Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs Partha P. Maji Andrew Mundy Ganesh S. Dasika Jesse G. Beu Matthew Mattina Robert D. Mullins 36 26 0 04 Mar 2019
Error Analysis and Improving the Accuracy of Winograd Convolution for Deep Neural Networks B. Barabasz Andrew Anderson Kirk M. Soodhalter David Gregg 23 24 0 29 Mar 2018
FFT-Based Deep Learning Deployment in Embedded Systems Sheng Lin Ning Liu M. Nazemi Hongjia Li Caiwen Ding Yanzhi Wang Massoud Pedram 52 52 0 13 Dec 2017
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 110 7,448 0 24 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
Fast Algorithms for Convolutional Neural Networks Andrew Lavin Scott Gray 43 875 0 30 Sep 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 297 43,511 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 891 99,991 0 04 Sep 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 183 14,703 0 20 Jun 2014