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More is Less: A More Complicated Network with Less Inference Complexity
25 March 2017
Xuanyi Dong
Junshi Huang
Yi Yang
Shuicheng Yan
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Papers citing
"More is Less: A More Complicated Network with Less Inference Complexity"
50 / 133 papers shown
Compact and Optimal Deep Learning with Recurrent Parameter Generators
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Locally Sparse Neural Networks for Tabular Biomedical Data
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Ofir Lindenbaum
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198
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11 Jun 2021
Efficient Classification of Very Large Images with Tiny Objects
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Fanjie Kong
Ricardo Henao
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04 Jun 2021
Dual-side Sparse Tensor Core
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214
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20 May 2021
Skip-Convolutions for Efficient Video Processing
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Anytime Dense Prediction with Confidence Adaptivity
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Zhiqiu Xu
H. Wang
Trevor Darrell
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230
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01 Apr 2021
Manifold Regularized Dynamic Network Pruning
Computer Vision and Pattern Recognition (CVPR), 2021
Yehui Tang
Yunhe Wang
Yixing Xu
Yiping Deng
Chao Xu
Dacheng Tao
Chang Xu
264
104
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10 Mar 2021
PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization
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Yao Guo
Xiangqun Chen
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187
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02 Mar 2021
Locally Free Weight Sharing for Network Width Search
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Xiu Su
Shan You
Tao Huang
Haiwei Yang
Chao Qian
Changshui Zhang
Chang Xu
235
44
0
10 Feb 2021
Dynamic Neural Networks: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Yizeng Han
Gao Huang
Shiji Song
Le Yang
Honghui Wang
Yulin Wang
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415
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09 Feb 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey
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Shaobo Shi
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557
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24 Jan 2021
FreezeNet: Full Performance by Reduced Storage Costs
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Paul Wimmer
Jens Mehnert
Alexandru Paul Condurache
124
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28 Nov 2020
DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search
Yushuo Guan
Ning Liu
Pengyu Zhao
Zhengping Che
Kaigui Bian
Yanzhi Wang
Jian Tang
223
49
0
04 Nov 2020
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020
Guangli Li
Xiu Ma
Xueying Wang
Lei Liu
Jingling Xue
Xiaobing Feng
183
36
0
30 Oct 2020
Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough
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Mao Ye
Lemeng Wu
Qiang Liu
135
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29 Oct 2020
SCOP: Scientific Control for Reliable Neural Network Pruning
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Yehui Tang
Yunhe Wang
Yixing Xu
Dacheng Tao
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Chao Xu
Chang Xu
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299
190
0
21 Oct 2020
Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control
Conference on Robot Learning (CoRL), 2020
Guangzhi Tang
Neelesh Kumar
Raymond Yoo
Konstantinos Michmizos
204
101
0
19 Oct 2020
Softer Pruning, Incremental Regularization
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Linhang Cai
Zhulin An
Chuanguang Yang
Yongjun Xu
125
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0
19 Oct 2020
Pruning Filter in Filter
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Hao Cheng
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274
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30 Sep 2020
ENAS4D: Efficient Multi-stage CNN Architecture Search for Dynamic Inference
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Bingzhe Wu
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101
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19 Sep 2020
A Progressive Sub-Network Searching Framework for Dynamic Inference
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Li Yang
Zhezhi He
Yu Cao
Deliang Fan
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133
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0
11 Sep 2020
NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Xuanyi Dong
Lu Liu
Katarzyna Musial
Bogdan Gabrys
454
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28 Aug 2020
AR-Net: Adaptive Frame Resolution for Efficient Action Recognition
European Conference on Computer Vision (ECCV), 2020
Yue Meng
Chung-Ching Lin
Yikang Shen
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Kate Saenko
Rogerio Feris
209
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31 Jul 2020
The Computational Limits of Deep Learning
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Kristjan Greenewald
Keeheon Lee
Gabriel F. Manso
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293
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0
10 Jul 2020
Dynamic Group Convolution for Accelerating Convolutional Neural Networks
European Conference on Computer Vision (ECCV), 2020
Z. Su
Linpu Fang
Wenxiong Kang
D. Hu
M. Pietikäinen
Tianpeng Liu
250
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0
08 Jul 2020
CoDiNet: Path Distribution Modeling with Consistency and Diversity for Dynamic Routing
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Huanyu Wang
Zequn Qin
Songyuan Li
Xi Li
318
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0
29 May 2020
CPOT: Channel Pruning via Optimal Transport
Yucong Shen
Li Shen
Haozhi Huang
Xuan Wang
Wei Liu
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180
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21 May 2020
Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey
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S. Tripathi
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180
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08 May 2020
Rethinking Class-Discrimination Based CNN Channel Pruning
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D. Wentzlaff
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154
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29 Apr 2020
Computation on Sparse Neural Networks: an Inspiration for Future Hardware
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Minghai Qin
Tianyun Zhang
Liu Liu
Yen-kuang Chen
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314
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24 Apr 2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio
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Zhengsu Chen
J. Niu
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Longhui Wei
Qi Tian
150
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06 Apr 2020
DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation
European Conference on Computer Vision (ECCV), 2020
Xuefei Ning
Tianchen Zhao
Wenshuo Li
Peng Lei
Yu Wang
Huazhong Yang
245
115
0
05 Apr 2020
Dynamic Region-Aware Convolution
Computer Vision and Pattern Recognition (CVPR), 2020
Jin Chen
Xijun Wang
Zichao Guo
Xinming Zhang
Jian Sun
292
133
0
27 Mar 2020
What is the State of Neural Network Pruning?
Conference on Machine Learning and Systems (MLSys), 2020
Davis W. Blalock
Jose Javier Gonzalez Ortiz
Jonathan Frankle
John Guttag
604
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0
06 Mar 2020
Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection
International Conference on Machine Learning (ICML), 2020
Mao Ye
Chengyue Gong
Lizhen Nie
Denny Zhou
Adam R. Klivans
Qiang Liu
350
121
0
03 Mar 2020
Gradual Channel Pruning while Training using Feature Relevance Scores for Convolutional Neural Networks
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Sai Aparna Aketi
Sourjya Roy
A. Raghunathan
Kaushik Roy
193
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0
23 Feb 2020
Knapsack Pruning with Inner Distillation
Y. Aflalo
Asaf Noy
Ming Lin
Itamar Friedman
Lihi Zelnik-Manor
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184
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19 Feb 2020
Post-Training Piecewise Linear Quantization for Deep Neural Networks
European Conference on Computer Vision (ECCV), 2020
Jun Fang
Ali Shafiee
Hamzah Abdel-Aziz
D. Thorsley
Georgios Georgiadis
Joseph Hassoun
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413
171
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31 Jan 2020
Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Seyed Mehdi Iranmanesh
Ali Dabouei
Sobhan Soleymani
Hadi Kazemi
Nasser M. Nasrabadi
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158
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07 Jan 2020
Resource-Efficient Neural Networks for Embedded Systems
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Günther Schindler
Lukas Pfeifenberger
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Holger Fröning
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278
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Seokil Hong
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Provable Filter Pruning for Efficient Neural Networks
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Lucas Liebenwein
Cenk Baykal
Harry Lang
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Daniela Rus
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295
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S2DNAS:Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search
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Bingzhe Wu
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Weichen Bi
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188
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135
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26 Oct 2019
One-Shot Neural Architecture Search via Self-Evaluated Template Network
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359
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Searching for A Robust Neural Architecture in Four GPU Hours
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Yezhou Yang
420
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122
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Thomas Strohmer
122
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