Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1707.01213
Cited By
v1
v2
v3 (latest)
Data-Driven Sparse Structure Selection for Deep Neural Networks
5 July 2017
Zehao Huang
Naiyan Wang
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Data-Driven Sparse Structure Selection for Deep Neural Networks"
50 / 277 papers shown
Multi-Dimensional Model Compression of Vision Transformer
IEEE International Conference on Multimedia and Expo (ICME), 2021
Zejiang Hou
S. Kung
ViT
191
23
0
31 Dec 2021
Conditional Generative Data-free Knowledge Distillation
Image and Vision Computing (IVC), 2021
Xinyi Yu
Ling Yan
Yang Yang
Libo Zhou
Linlin Ou
397
8
0
31 Dec 2021
Automated Customization of On-Thing Inference for Quality-of-Experience Enhancement
Yang Bai
Lixing Chen
Shaolei Ren
Jie Xu
153
0
0
11 Dec 2021
Network Compression via Central Filter
Y. Duan
Xiaofang Hu
Yue Zhou
Qiang Liu
Shukai Duan
3DPC
203
1
0
10 Dec 2021
i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery
Conference on Learning for Dynamics & Control (L4DC), 2021
Cameron R. Wolfe
Anastasios Kyrillidis
200
1
0
07 Dec 2021
Inf-CP: A Reliable Channel Pruning based on Channel Influence
Bilan Lai
Haoran Xiang
S. Furao
126
0
0
05 Dec 2021
Putting 3D Spatially Sparse Networks on a Diet
Junha Lee
Chris Choy
Jaesik Park
3DV
226
3
0
02 Dec 2021
Temporally Resolution Decrement: Utilizing the Shape Consistency for Higher Computational Efficiency
Tianshu Xie
Xuan Cheng
Minghui Liu
Jiali Deng
Xiaomin Wang
Meilin Liu
SupR
170
1
0
02 Dec 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Jiangchao Yao
Shengyu Zhang
Yang Yao
Feng Wang
Jianxin Ma
...
Kun Kuang
Chao-Xiang Wu
Leilei Gan
Jingren Zhou
Hongxia Yang
389
144
0
11 Nov 2021
Estimating and Maximizing Mutual Information for Knowledge Distillation
A. Shrivastava
Yanjun Qi
Vicente Ordonez
282
10
0
29 Oct 2021
CHIP: CHannel Independence-based Pruning for Compact Neural Networks
Yang Sui
Miao Yin
Yi Xie
Huy Phan
S. Zonouz
Bo Yuan
VLM
251
166
0
26 Oct 2021
Applications and Techniques for Fast Machine Learning in Science
Frontiers in Big Data (Front. Big Data), 2021
A. Deiana
Nhan Tran
Joshua C. Agar
Michaela Blott
G. D. Guglielmo
...
Ashish Sharma
S. Summers
Pietro Vischia
J. Vlimant
Olivia Weng
217
81
0
25 Oct 2021
Exploring Gradient Flow Based Saliency for DNN Model Compression
ACM Multimedia (ACM MM), 2021
Xinyu Liu
Baopu Li
Daming Gao
Yixuan Yuan
FAtt
153
9
0
24 Oct 2021
Class-Discriminative CNN Compression
International Conference on Pattern Recognition (ICPR), 2021
Yuchen Liu
D. Wentzlaff
S. Kung
132
1
0
21 Oct 2021
Neural Network Pruning Through Constrained Reinforcement Learning
Shehryar Malik
Muhammad Umair Haider
O. Iqbal
M. Taj
156
1
0
16 Oct 2021
ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2021
Jiaqi Li
Haoran Li
Yaran Chen
Zixiang Ding
Nannan Li
Mingjun Ma
Zicheng Duan
Dong Zhao
190
9
0
08 Oct 2021
Neural network relief: a pruning algorithm based on neural activity
Machine-mediated learning (ML), 2021
Aleksandr Dekhovich
David Tax
M. Sluiter
Miguel A. Bessa
310
14
0
22 Sep 2021
Learning Versatile Convolution Filters for Efficient Visual Recognition
Kai Han
Yunhe Wang
Chang Xu
Chunjing Xu
Enhua Wu
Dacheng Tao
134
8
0
20 Sep 2021
On the Compression of Neural Networks Using
ℓ
0
\ell_0
ℓ
0
-Norm Regularization and Weight Pruning
Neural Networks (NN), 2021
F. Oliveira
E. Batista
R. Seara
167
14
0
10 Sep 2021
Layer-wise Model Pruning based on Mutual Information
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Chun Fan
Jiwei Li
Xiang Ao
Leilei Gan
Yuxian Meng
Xiaofei Sun
158
23
0
28 Aug 2021
Pruning in the Face of Adversaries
F. Merkle
Maximilian Samsinger
Pascal Schöttle
AAML
CVBM
156
5
0
19 Aug 2021
On the Effect of Pruning on Adversarial Robustness
Artur Jordão
Hélio Pedrini
AAML
250
29
0
10 Aug 2021
Differentiable Subset Pruning of Transformer Heads
Transactions of the Association for Computational Linguistics (TACL), 2021
Jiaoda Li
Robert Bamler
Mrinmaya Sachan
344
63
0
10 Aug 2021
Group Fisher Pruning for Practical Network Compression
Liyang Liu
Shilong Zhang
Zhanghui Kuang
Aojun Zhou
Jingliang Xue
Xinjiang Wang
Yimin Chen
Wenming Yang
Q. Liao
Wayne Zhang
266
184
0
02 Aug 2021
Model Preserving Compression for Neural Networks
Neural Information Processing Systems (NeurIPS), 2021
Jerry Chee
Megan Flynn
Anil Damle
Chris De Sa
194
14
0
30 Jul 2021
Only Train Once: A One-Shot Neural Network Training And Pruning Framework
Neural Information Processing Systems (NeurIPS), 2021
Tianyi Chen
Bo Ji
Tianyu Ding
Biyi Fang
Guanyi Wang
Zhihui Zhu
Luming Liang
Yixin Shi
Sheng Yi
Xiao Tu
242
127
0
15 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
219
29
0
14 Jul 2021
Blending Pruning Criteria for Convolutional Neural Networks
Wei He
Zhongzhan Huang
Mingfu Liang
Senwei Liang
Haizhao Yang
CVBM
161
15
0
11 Jul 2021
Learned Token Pruning for Transformers
Sehoon Kim
Sheng Shen
D. Thorsley
A. Gholami
Woosuk Kwon
Joseph Hassoun
Kurt Keutzer
355
193
0
02 Jul 2021
Dep-
L
0
L_0
L
0
: Improving
L
0
L_0
L
0
-based Network Sparsification via Dependency Modeling
Yang Li
Shihao Ji
106
1
0
30 Jun 2021
AdaptCL: Efficient Collaborative Learning with Dynamic and Adaptive Pruning
Guangmeng Zhou
Ke Xu
Qi Li
Yang Liu
Yi Zhao
139
10
0
27 Jun 2021
Cogradient Descent for Dependable Learning
Runqi Wang
Baochang Zhang
Lian Zhuo
QiXiang Ye
David Doermann
122
0
0
20 Jun 2021
CompConv: A Compact Convolution Module for Efficient Feature Learning
Chen Zhang
Yinghao Xu
Yujun Shen
VLM
SSL
134
12
0
19 Jun 2021
DECORE: Deep Compression with Reinforcement Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Manoj Alwani
Yang Wang
Vashisht Madhavan
AI4CE
239
54
0
11 Jun 2021
Feature Flow Regularization: Improving Structured Sparsity in Deep Neural Networks
Neural Networks (NN), 2021
Yue Wu
Yuan Lan
Luchan Zhang
Yang Xiang
104
8
0
05 Jun 2021
Dynamic Resolution Network
Neural Information Processing Systems (NeurIPS), 2021
Mingjian Zhu
Kai Han
Enhua Wu
Qiulin Zhang
Ying Nie
Zhenzhong Lan
Yunhe Wang
OOD
317
61
0
05 Jun 2021
RED : Looking for Redundancies for Data-Free Structured Compression of Deep Neural Networks
Neural Information Processing Systems (NeurIPS), 2021
Edouard Yvinec
Arnaud Dapogny
Matthieu Cord
Kévin Bailly
CVBM
145
29
0
31 May 2021
LEAP: Learnable Pruning for Transformer-based Models
Z. Yao
Xiaoxia Wu
Linjian Ma
Sheng Shen
Kurt Keutzer
Michael W. Mahoney
Yuxiong He
205
8
0
30 May 2021
BCNet: Searching for Network Width with Bilaterally Coupled Network
Computer Vision and Pattern Recognition (CVPR), 2021
Xiu Su
Shan You
Haiwei Yang
Chao Qian
Changshui Zhang
Chang Xu
226
40
0
21 May 2021
BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening
Wenqi Shao
Hang Yu
Zhaoyang Zhang
Hang Xu
Zhenguo Li
Ping Luo
AAML
78
2
0
13 May 2021
Model Pruning Based on Quantified Similarity of Feature Maps
IEEE Internet of Things Journal (IEEE IoT Journal), 2021
Zidu Wang
Xue-jun Liu
Long Huang
Yuxiang Chen
Yufei Zhang
Zhikang Lin
Rui Wang
292
23
0
13 May 2021
Dynamical Isometry: The Missing Ingredient for Neural Network Pruning
Huan Wang
Can Qin
Yue Bai
Y. Fu
103
5
0
12 May 2021
EZCrop: Energy-Zoned Channels for Robust Output Pruning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
R. Lin
Jie Ran
Dongpeng Wang
King Hung Chiu
Ngai Wong
156
9
0
08 May 2021
Carrying out CNN Channel Pruning in a White Box
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Yuxin Zhang
Mingbao Lin
Chia-Wen Lin
Jie Chen
Feiyue Huang
Yongjian Wu
Yonghong Tian
Rongrong Ji
VLM
237
79
0
24 Apr 2021
Compacting Deep Neural Networks for Internet of Things: Methods and Applications
IEEE Internet of Things Journal (IEEE IoT Journal), 2021
Ke Zhang
Hanbo Ying
Hongning Dai
Lin Li
Yuangyuang Peng
Keyi Guo
Hongfang Yu
281
46
0
20 Mar 2021
Toward Compact Deep Neural Networks via Energy-Aware Pruning
Seul-Ki Yeom
Kyung-Hwan Shim
Jee-Hyun Hwang
CVBM
246
18
0
19 Mar 2021
Differentiable Neural Architecture Learning for Efficient Neural Network Design
Qingbei Guo
Xiaojun Wu
J. Kittler
Zhiquan Feng
105
2
0
03 Mar 2021
Embedded Knowledge Distillation in Depth-Level Dynamic Neural Network
Qi Zhao
Shuchang Lyu
Zhiwei Zhang
Ting-Bing Xu
Guangliang Cheng
212
3
0
01 Mar 2021
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
International Conference on 3D Vision (3DV), 2020
Zhiwei Xu
Thalaiyasingam Ajanthan
Vibhav Vineet
Leonid Sigal
196
5
0
09 Feb 2021
A Deeper Look into Convolutions via Eigenvalue-based Pruning
Ilke Çugu
Emre Akbas
FAtt
129
2
0
04 Feb 2021
Previous
1
2
3
4
5
6
Next
Page 3 of 6
