Filter Sketch for Network Pruning

23 January 2020

Liujuan Cao

Yonghong Tian

Papers citing "Filter Sketch for Network Pruning"

25 / 25 papers shown

Title
Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks Giulia Fracastoro Sophie M. Fosson Andrea Migliorati G. Calafiore 40 1 0 19 Jan 2025
Quantifying Task Priority for Multi-Task Optimization Wooseong Jeong Kuk-Jin Yoon 34 3 0 05 Jun 2024
Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers Abhimanyu Bambhaniya Amir Yazdanbakhsh Suvinay Subramanian Sheng-Chun Kao Shivani Agrawal Utku Evci Tushar Krishna 54 16 0 07 Feb 2024
Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler Shaohui Lin Wenxuan Huang Jiao Xie Baochang Zhang Yunhang Shen Zhou Yu Jungong Han David Doermann 20 2 0 01 Jul 2023
Beta-Rank: A Robust Convolutional Filter Pruning Method For Imbalanced Medical Image Analysis Morteza Homayounfar M. Koohi-Moghadam Reza Rawassizadeh V. Vardhanabhuti MedIm 17 1 0 15 Apr 2023
A Multi-objective Complex Network Pruning Framework Based on Divide-and-conquer and Global Performance Impairment Ranking Ronghua Shang Songling Zhu Yinan Wu Weitong Zhang Licheng Jiao Songhua Xu 18 0 0 28 Mar 2023
Filter Pruning based on Information Capacity and Independence Xiaolong Tang Shuo Ye Yufeng Shi Tianheng Hu Qinmu Peng Xinge You VLM 34 0 0 07 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A survey Yang He Lingao Xiao 3DPC 30 117 0 01 Mar 2023
Training Recipe for N:M Structured Sparsity with Decaying Pruning Mask Sheng-Chun Kao Amir Yazdanbakhsh Suvinay Subramanian Shivani Agrawal Utku Evci T. Krishna 50 12 0 15 Sep 2022
Compact Model Training by Low-Rank Projection with Energy Transfer K. Guo Zhenquan Lin Xiaofen Xing Fang Liu Xiangmin Xu 27 2 0 12 Apr 2022
Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters Mingbao Lin Liujuan Cao Yu-xin Zhang Ling Shao Chia-Wen Lin Rongrong Ji 35 51 0 15 Feb 2022
Reconstructing Pruned Filters using Cheap Spatial Transformations Roy Miles K. Mikolajczyk 24 0 0 25 Oct 2021
An Improved Frequent Directions Algorithm for Low-Rank Approximation via Block Krylov Iteration Chenhao Wang Qianxin Yi Xiuwu Liao Yao Wang 19 2 0 24 Sep 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 22 15 0 07 Sep 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 29 18 0 30 Aug 2021
Manipulating Identical Filter Redundancy for Efficient Pruning on Deep and Complicated CNN Xiaohan Ding Tianxiang Hao Jungong Han Yuchen Guo Guiguang Ding 19 11 0 30 Jul 2021
Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion Mingbao Lin Bohong Chen Rongrong Ji Rongrong Ji VLM 25 23 0 14 Jul 2021
Accelerating Sparse Deep Neural Networks Asit K. Mishra J. Latorre Jeff Pool Darko Stosic Dusan Stosic Ganesh Venkatesh Chong Yu Paulius Micikevicius 11 221 0 16 Apr 2021
Layer-Wise Data-Free CNN Compression Maxwell Horton Yanzi Jin Ali Farhadi Mohammad Rastegari MQ 19 17 0 18 Nov 2020
Methods for Pruning Deep Neural Networks S. Vadera Salem Ameen 3DPC 18 122 0 31 Oct 2020
Cascaded channel pruning using hierarchical self-distillation Roy Miles K. Mikolajczyk 19 7 0 16 Aug 2020
Weight-dependent Gates for Network Pruning Yun Li Zechun Liu Weiqun Wu Haotian Yao Xinming Zhang Chi Zhang B. Yin 31 13 0 04 Jul 2020
HRank: Filter Pruning using High-Rank Feature Map Mingbao Lin Rongrong Ji Yan Wang Yichen Zhang Baochang Zhang Yonghong Tian Ling Shao 13 714 0 24 Feb 2020
Channel Pruning via Automatic Structure Search Mingbao Lin Rongrong Ji Yu-xin Zhang Baochang Zhang Yongjian Wu Yonghong Tian 76 241 0 23 Jan 2020
Filter Pruning by Switching to Neighboring CNNs with Good Attributes Yang He Ping Liu Linchao Zhu Yi Yang VLM 16 45 0 08 Apr 2019