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2001.08514
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Filter Sketch for Network Pruning
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
23 January 2020
Mingbao Lin
Liujuan Cao
Shaojie Li
QiXiang Ye
Yonghong Tian
Jianzhuang Liu
Q. Tian
Rongrong Ji
CLIP
3DPC
Re-assign community
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Papers citing
"Filter Sketch for Network Pruning"
25 / 25 papers shown
Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Giulia Fracastoro
Sophie M. Fosson
Andrea Migliorati
G. Calafiore
324
3
0
19 Jan 2025
Quantifying Task Priority for Multi-Task Optimization
Wooseong Jeong
Kuk-Jin Yoon
339
14
0
05 Jun 2024
Reduced storage direct tensor ring decomposition for convolutional neural networks compression
Neural Networks (NN), 2024
Mateusz Gabor
R. Zdunek
432
3
0
17 May 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
370
25
0
07 Feb 2024
Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler
Shaohui Lin
Hao Wu
Jiao Xie
Baochang Zhang
Chunjiang Ge
Zhou Yu
Jungong Han
David Doermann
244
4
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
261
3
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
256
0
0
28 Mar 2023
Filter Pruning based on Information Capacity and Independence
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Xiaolong Tang
Shuo Ye
Yufeng Shi
Tianheng Hu
Qinmu Peng
Xinge You
VLM
324
10
0
07 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yang He
Lingao Xiao
3DPC
474
318
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
408
15
0
15 Sep 2022
Compact Model Training by Low-Rank Projection with Energy Transfer
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
K. Guo
Zhenquan Lin
Xiaofen Xing
Fang Liu
Xiangmin Xu
260
10
0
12 Apr 2022
Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Mingbao Lin
Liujuan Cao
Yuxin Zhang
Ling Shao
Chia-Wen Lin
Rongrong Ji
195
71
0
15 Feb 2022
Reconstructing Pruned Filters using Cheap Spatial Transformations
Roy Miles
K. Mikolajczyk
353
0
0
25 Oct 2021
An Improved Frequent Directions Algorithm for Low-Rank Approximation via Block Krylov Iteration
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Chenhao Wang
Qianxin Yi
Xiuwu Liao
Yao Wang
342
2
0
24 Sep 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Chuanguang Yang
Zhulin An
Linhang Cai
Yongjun Xu
372
26
0
07 Sep 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions
Machine Intelligence Research (MIR), 2021
Yang Wu
Dingheng Wang
Xiaotong Lu
Fan Yang
Guoqi Li
Weiming Dong
Jianbo Shi
422
19
0
30 Aug 2021
Manipulating Identical Filter Redundancy for Efficient Pruning on Deep and Complicated CNN
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Xiaohan Ding
Tianxiang Hao
Jungong Han
Yuchen Guo
Guiguang Ding
203
20
0
30 Jul 2021
Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Mingbao Lin
Bohong Chen
Jiayi Ji
Rongrong Ji
VLM
291
29
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
546
311
0
16 Apr 2021
Layer-Wise Data-Free CNN Compression
International Conference on Pattern Recognition (ICPR), 2020
Maxwell Horton
Yanzi Jin
Ali Farhadi
Mohammad Rastegari
MQ
392
19
0
18 Nov 2020
Methods for Pruning Deep Neural Networks
IEEE Access (IEEE Access), 2020
S. Vadera
Salem Ameen
3DPC
297
182
0
31 Oct 2020
Cascaded channel pruning using hierarchical self-distillation
Roy Miles
K. Mikolajczyk
153
8
0
16 Aug 2020
Weight-dependent Gates for Network Pruning
Yun Li
Zechun Liu
Weiqun Wu
Haotian Yao
Xinming Zhang
Fangqiu Yi
B. Yin
447
18
0
04 Jul 2020
HRank: Filter Pruning using High-Rank Feature Map
Computer Vision and Pattern Recognition (CVPR), 2020
Mingbao Lin
Rongrong Ji
Yan Wang
Yichen Zhang
Baochang Zhang
Yonghong Tian
Ling Shao
499
872
0
24 Feb 2020
Filter Pruning by Switching to Neighboring CNNs with Good Attributes
Yang He
Ping Liu
Linchao Zhu
Yi Yang
VLM
267
62
0
08 Apr 2019
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