Towards Compact ConvNets via Structure-Sparsity Regularized Filter
Pruning

Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning

23 January 2019

Xuelong Li

Papers citing "Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning"

7 / 7 papers shown

Title
Learning a Consensus Sub-Network with Polarization Regularization and One Pass Training Xiaoying Zhi Varun Babbar P. Sun Fran Silavong Ruibo Shi Sean J. Moran Sean Moran 60 1 0 17 Feb 2023
A New Clustering-Based Technique for the Acceleration of Deep Convolutional Networks Erion-Vasilis M. Pikoulis C. Mavrokefalidis Aris S. Lalos 34 10 0 19 Jul 2021
Self-grouping Convolutional Neural Networks Qingbei Guo Xiaojun Wu J. Kittler Zhiquan Feng 25 22 0 29 Sep 2020
SparseRT: Accelerating Unstructured Sparsity on GPUs for Deep Learning Inference Ziheng Wang 40 67 0 26 Aug 2020
Discrimination-aware Network Pruning for Deep Model Compression Jing Liu Bohan Zhuang Zhuangwei Zhuang Yong Guo Junzhou Huang Jin-Hui Zhu Mingkui Tan CVBM 19 119 0 04 Jan 2020
Global Sparse Momentum SGD for Pruning Very Deep Neural Networks Xiaohan Ding Guiguang Ding Xiangxin Zhou Yuchen Guo Jungong Han Ji Liu 18 162 0 27 Sep 2019
Towards Optimal Structured CNN Pruning via Generative Adversarial Learning Shaohui Lin Rongrong Ji Chenqian Yan Baochang Zhang Liujuan Cao QiXiang Ye Feiyue Huang David Doermann CVBM 22 505 0 22 Mar 2019