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Channel Pruning via Automatic Structure Search
v1v2v3 (latest)

Channel Pruning via Automatic Structure Search

International Joint Conference on Artificial Intelligence (IJCAI), 2020
23 January 2020
Mingbao Lin
Rongrong Ji
Yuxin Zhang
Baochang Zhang
Yongjian Wu
Yonghong Tian
ArXiv (abs)PDFHTMLGithub (144★)

Papers citing "Channel Pruning via Automatic Structure Search"

50 / 87 papers shown
TinyEcoWeedNet: Edge Efficient Real-Time Aerial Agricultural Weed Detection
TinyEcoWeedNet: Edge Efficient Real-Time Aerial Agricultural Weed Detection
Omar Hesham Khater
Abdul Jabbar Siddiqui
Aiman El-Maleh
M. Shamim Hossain
194
0
0
19 Sep 2025
Meta Pruning via Graph Metanetworks : A Universal Meta Learning Framework for Network Pruning
Meta Pruning via Graph Metanetworks : A Universal Meta Learning Framework for Network Pruning
Yewei Liu
Xiyuan Wang
Muhan Zhang
DDGNN
411
0
0
24 May 2025
EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language Models
EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language ModelsComputer Vision and Pattern Recognition (CVPR), 2025
Yinan Liang
Xiping Hu
Xiuwei Xu
Jie Zhou
Jiwen Lu
VLMLRM
325
10
0
19 Mar 2025
Deep Convolutional Neural Networks Structured Pruning via Gravity
  Regularization
Deep Convolutional Neural Networks Structured Pruning via Gravity Regularization
Abdesselam Ferdi
337
2
0
25 Nov 2024
Electrostatic Force Regularization for Neural Structured Pruning
Abdesselam Ferdi
A. Taleb-Ahmed
A. Nakib
Youcef Ferdi
382
1
0
17 Nov 2024
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved
  Layer-wise Pruning of Large Language Models
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024
Haiquan Lu
Yefan Zhou
Shiwei Liu
Zhangyang Wang
Michael W. Mahoney
Yaoqing Yang
180
33
0
14 Oct 2024
An Efficient Privacy-aware Split Learning Framework for Satellite
  Communications
An Efficient Privacy-aware Split Learning Framework for Satellite CommunicationsIEEE Journal on Selected Areas in Communications (JSAC), 2024
Jianfei Sun
Cong Wu
Shahid Mumtaz
Junyi Tao
Mingsheng Cao
Mei Wang
Valerio Frascolla
277
21
0
13 Sep 2024
PSE-Net: Channel Pruning for Convolutional Neural Networks with
  Parallel-subnets Estimator
PSE-Net: Channel Pruning for Convolutional Neural Networks with Parallel-subnets EstimatorNeural Networks (NN), 2024
Shiguang Wang
Tao Xie
Haijun Liu
Xingcheng Zhang
Jian Cheng
267
4
0
29 Aug 2024
Characterizing Disparity Between Edge Models and High-Accuracy Base
  Models for Vision Tasks
Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks
Zhenyu Wang
S. Nirjon
216
2
0
13 Jul 2024
Isomorphic Pruning for Vision Models
Isomorphic Pruning for Vision Models
Gongfan Fang
Xinyin Ma
Michael Bi Mi
Xinchao Wang
VLMViT
355
32
0
05 Jul 2024
Distill-then-prune: An Efficient Compression Framework for Real-time
  Stereo Matching Network on Edge Devices
Distill-then-prune: An Efficient Compression Framework for Real-time Stereo Matching Network on Edge Devices
Baiyu Pan
Jichao Jiao
Jianxin Pang
Jun Cheng
257
9
0
20 May 2024
Reduced storage direct tensor ring decomposition for convolutional
  neural networks compression
Reduced storage direct tensor ring decomposition for convolutional neural networks compressionNeural Networks (NN), 2024
Mateusz Gabor
R. Zdunek
428
2
0
17 May 2024
AB-Training: A Communication-Efficient Approach for Distributed Low-Rank
  Learning
AB-Training: A Communication-Efficient Approach for Distributed Low-Rank Learning
D. Coquelin
Katherina Flügel
Marie Weiel
Nicholas Kiefer
Muhammed Öz
Charlotte Debus
Achim Streit
Markus Goetz
396
0
0
02 May 2024
Separate, Dynamic and Differentiable (SMART) Pruner for Block/Output
  Channel Pruning on Computer Vision Tasks
Separate, Dynamic and Differentiable (SMART) Pruner for Block/Output Channel Pruning on Computer Vision Tasks
Guanhua Ding
Zexi Ye
Zhen Zhong
Gang Li
David Shao
231
1
0
29 Mar 2024
Auto-Train-Once: Controller Network Guided Automatic Network Pruning
  from Scratch
Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch
Xidong Wu
Shangqian Gao
Zeyu Zhang
Zhenzhen Li
Runxue Bao
Yanfu Zhang
Xiaoqian Wang
Heng-Chiao Huang
316
32
0
21 Mar 2024
AutoDFP: Automatic Data-Free Pruning via Channel Similarity
  Reconstruction
AutoDFP: Automatic Data-Free Pruning via Channel Similarity Reconstruction
Siqi Li
Jun Chen
Jingyang Xiang
Chengrui Zhu
Yong-Jin Liu
262
2
0
13 Mar 2024
SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading
  Acceleration
SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading AccelerationNeural Information Processing Systems (NeurIPS), 2023
Jingyang Xiang
Siqi Li
Jun Chen
Shipeng Bai
Yukai Ma
Guang Dai
Yong-Jin Liu
277
2
0
10 Oct 2023
ThinResNet: A New Baseline for Structured Convolutional Networks Pruning
ThinResNet: A New Baseline for Structured Convolutional Networks Pruning
Hugo Tessier
Ghouti Boukli Hacene
Vincent Gripon
233
1
0
22 Sep 2023
A Generalization of Continuous Relaxation in Structured Pruning
A Generalization of Continuous Relaxation in Structured Pruning
Brad Larson
Bishal Upadhyaya
Luke McDermott
Siddha Ganju
183
0
0
28 Aug 2023
Model Compression Methods for YOLOv5: A Review
Model Compression Methods for YOLOv5: A Review
Mohammad Jani
Jamil Fayyad
Younes Al Younes
Homayoun Najjaran
277
29
0
21 Jul 2023
Structured Network Pruning by Measuring Filter-wise Interactions
Structured Network Pruning by Measuring Filter-wise Interactions
Wenting Tang
Xingxing Wei
Yue Liu
229
0
0
03 Jul 2023
Filter Pruning for Efficient CNNs via Knowledge-driven Differential
  Filter Sampler
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
239
4
0
01 Jul 2023
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
Adaptive Sharpness-Aware Pruning for Robust Sparse NetworksInternational Conference on Learning Representations (ICLR), 2023
Anna Bair
Hongxu Yin
Maying Shen
Pavlo Molchanov
J. Álvarez
380
19
0
25 Jun 2023
Filter Pruning via Filters Similarity in Consecutive Layers
Filter Pruning via Filters Similarity in Consecutive LayersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Xiaorui Wang
Jun Wang
Xin Tang
Peng Gao
Rui Fang
Guotong Xie
218
3
0
26 Apr 2023
Beta-Rank: A Robust Convolutional Filter Pruning Method For Imbalanced
  Medical Image Analysis
Beta-Rank: A Robust Convolutional Filter Pruning Method For Imbalanced Medical Image Analysis
Morteza Homayounfar
M. Koohi-Moghadam
Reza Rawassizadeh
V. Vardhanabhuti
MedIm
254
3
0
15 Apr 2023
Performance-aware Approximation of Global Channel Pruning for Multitask
  CNNs
Performance-aware Approximation of Global Channel Pruning for Multitask CNNsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Hancheng Ye
Bo Zhang
Tao Chen
Jiayuan Fan
Sijin Yu
172
36
0
21 Mar 2023
Filter Pruning based on Information Capacity and Independence
Filter Pruning based on Information Capacity and IndependenceIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Xiaolong Tang
Shuo Ye
Yufeng Shi
Tianheng Hu
Qinmu Peng
Xinge You
VLM
319
10
0
07 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A survey
Structured Pruning for Deep Convolutional Neural Networks: A surveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yang He
Lingao Xiao
3DPC
469
318
0
01 Mar 2023
WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional
  Neural Networks
WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural NetworksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Shaowu Chen
Weize Sun
Lei Huang
302
17
0
16 Feb 2023
Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning
Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning
Athul Shibu
Abhishek Kumar
Heechul Jung
Dong-Gyu Lee
263
2
0
26 Jan 2023
Towards Hardware-Specific Automatic Compression of Neural Networks
Towards Hardware-Specific Automatic Compression of Neural Networks
Torben Krieger
Bernhard Klein
Holger Fröning
MQ
190
4
0
15 Dec 2022
Developmental Plasticity-inspired Adaptive Pruning for Deep Spiking and
  Artificial Neural Networks
Developmental Plasticity-inspired Adaptive Pruning for Deep Spiking and Artificial Neural NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Bing Han
Feifei Zhao
Yi Zeng
Guobin Shen
245
12
0
23 Nov 2022
HiveNAS: Neural Architecture Search using Artificial Bee Colony
  Optimization
HiveNAS: Neural Architecture Search using Artificial Bee Colony Optimization
M. Shahawy
E. Benkhelifa
247
1
0
18 Nov 2022
Interpretations Steered Network Pruning via Amortized Inferred Saliency
  Maps
Interpretations Steered Network Pruning via Amortized Inferred Saliency MapsEuropean Conference on Computer Vision (ECCV), 2022
Alireza Ganjdanesh
Shangqian Gao
Heng-Chiao Huang
FAttAAML
285
23
0
07 Sep 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning
  Models: A Survey
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey
Dalin Zhang
Kaixuan Chen
Yan Zhao
B. Yang
Li-Ping Yao
Christian S. Jensen
374
7
0
22 Aug 2022
Towards Lightweight Super-Resolution with Dual Regression Learning
Towards Lightweight Super-Resolution with Dual Regression LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yong Guo
Zhuliang Yu
Zeshuai Deng
Jingdong Wang
Qi Chen
Jingyun Liang
Yanwu Xu
Jian Chen
SupR
407
15
0
16 Jul 2022
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video
  Segmentation
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation
Hyunsu Rhee
Dong Min
Sun-Kyoo Hwang
Bruno Andreis
Sung Ju Hwang
349
3
0
20 Jun 2022
Learning Best Combination for Efficient N:M Sparsity
Learning Best Combination for Efficient N:M SparsityNeural Information Processing Systems (NeurIPS), 2022
Yuxin Zhang
Mingbao Lin
Zhihang Lin
Yiting Luo
Ke Li
Jiayi Ji
Yongjian Wu
Rongrong Ji
255
64
0
14 Jun 2022
Compact Model Training by Low-Rank Projection with Energy Transfer
Compact Model Training by Low-Rank Projection with Energy TransferIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
K. Guo
Zhenquan Lin
Xiaofen Xing
Fang Liu
Xiangmin Xu
259
10
0
12 Apr 2022
HRel: Filter Pruning based on High Relevance between Activation Maps and
  Class Labels
HRel: Filter Pruning based on High Relevance between Activation Maps and Class LabelsNeural Networks (NN), 2021
C. Sarvani
Mrinmoy Ghorai
S. Dubey
S. H. Shabbeer Basha
VLM
352
47
0
22 Feb 2022
A Novel Architecture Slimming Method for Network Pruning and Knowledge
  Distillation
A Novel Architecture Slimming Method for Network Pruning and Knowledge Distillation
Dongqi Wang
Shengyu Zhang
Zhipeng Di
Xin Lin
Weihua Zhou
Leilei Gan
156
0
0
21 Feb 2022
Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters
Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest FiltersIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Mingbao Lin
Liujuan Cao
Yuxin Zhang
Ling Shao
Chia-Wen Lin
Rongrong Ji
191
71
0
15 Feb 2022
ACORT: A Compact Object Relation Transformer for Parameter Efficient
  Image Captioning
ACORT: A Compact Object Relation Transformer for Parameter Efficient Image CaptioningNeurocomputing (Neurocomputing), 2022
J. Tan
Y. Tan
C. Chan
Joon Huang Chuah
VLMViT
283
23
0
11 Feb 2022
Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets
Coarsening the Granularity: Towards Structurally Sparse Lottery TicketsInternational Conference on Machine Learning (ICML), 2022
Tianlong Chen
Xuxi Chen
Xiaolong Ma
Yanzhi Wang
Zinan Lin
289
42
0
09 Feb 2022
GhostNets on Heterogeneous Devices via Cheap Operations
GhostNets on Heterogeneous Devices via Cheap OperationsInternational Journal of Computer Vision (IJCV), 2022
Kai Han
Yunhe Wang
Chang Xu
Jianyuan Guo
Chunjing Xu
Enhua Wu
Qi Tian
241
154
0
10 Jan 2022
Automatic Neural Network Pruning that Efficiently Preserves the Model
  Accuracy
Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy
Thibault Castells
Seul-Ki Yeom
3DV
212
7
0
18 Nov 2021
RGP: Neural Network Pruning through Its Regular Graph Structure
RGP: Neural Network Pruning through Its Regular Graph Structure
Zhuangzhi Chen
Jingyang Xiang
Yao Lu
Qi Xuan
Xiaoniu Yang
209
1
0
28 Oct 2021
Reconstructing Pruned Filters using Cheap Spatial Transformations
Reconstructing Pruned Filters using Cheap Spatial Transformations
Roy Miles
K. Mikolajczyk
348
0
0
25 Oct 2021
Federated Unlearning via Class-Discriminative Pruning
Federated Unlearning via Class-Discriminative PruningThe Web Conference (WWW), 2021
Junxiao Wang
Song Guo
Xin Xie
Heng Qi
MU
346
211
0
22 Oct 2021
CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization
CATRO: Channel Pruning via Class-Aware Trace Ratio OptimizationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Wenzheng Hu
Zhengping Che
Ning Liu
Mingyang Li
Jian Tang
Changshui Zhang
Jianqiang Wang
211
31
0
21 Oct 2021
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