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ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

4 July 2017

Xiangyu Zhang

Papers citing "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices"

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Title
CompactNet: Platform-Aware Automatic Optimization for Convolutional Neural Networks Weicheng Li Rui Wang Zhongzhi Luan Di Huang Zidong Du Yunji Chen D. Qian 27 1 0 28 May 2019
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization Bingchen Liu Yizhe Zhu Zuohui Fu Gerard de Melo Ahmed Elgammal CML 115 43 0 26 May 2019
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks Xiang Li Xiaolin Hu Jian Yang 93 196 0 23 May 2019
PEPSI++: Fast and Lightweight Network for Image Inpainting Y. Shin M. Sagong Yoon-Jae Yeo Seung-Wook Kim S. Ko 85 102 0 22 May 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 49 33 0 21 May 2019
Multinomial Distribution Learning for Effective Neural Architecture Search Xiawu Zheng Rongrong Ji Lang Tang Baochang Zhang Jianzhuang Liu Q. Tian 96 91 0 18 May 2019
AutoDispNet: Improving Disparity Estimation With AutoML Tonmoy Saikia Yassine Marrakchi Arber Zela Frank Hutter Thomas Brox 109 79 0 17 May 2019
Robust Real-time Pedestrian Detection in Aerial Imagery on Jetson TX2 Mohamed Afifi Yara Ali K. Amer M. Shaker Mohamed ElHelw 16 9 0 16 May 2019
EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis Chaoqi Wang Roger C. Grosse Sanja Fidler Guodong Zhang 80 124 0 15 May 2019
3D Dense Separated Convolution Module for Volumetric Image Analysis Lei Qu Changfeng Wu Liang Zou 30 2 0 14 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 166 2,406 0 13 May 2019
BayesNAS: A Bayesian Approach for Neural Architecture Search Hongpeng Zhou Minghao Yang Jun Wang Wei Pan BDL 103 202 0 13 May 2019
Dynamic Routing Networks Shaofeng Cai Yao Shu Wei Wang Beng Chin Ooi 50 3 0 13 May 2019
Training CNNs with Selective Allocation of Channels Jongheon Jeong Jinwoo Shin CVBM 107 15 0 11 May 2019
Talking With Your Hands: Scaling Hand Gestures and Recognition With CNNs Okan Kopuklu Yao Rong Gerhard Rigoll SLR 51 5 0 10 May 2019
EdgeSegNet: A Compact Network for Semantic Segmentation Z. Q. Lin Brendan Chwyl A. Wong SSeg 49 9 0 10 May 2019
Multi-Person Pose Estimation with Enhanced Channel-wise and Spatial Information Kai Su Dongdong Yu Zhenqi Xu Xin Geng Changhu Wang 74 147 0 09 May 2019
Advancements in Image Classification using Convolutional Neural Network F. Sultana Abu Sufian P. Dutta 66 275 0 08 May 2019
High Frequency Residual Learning for Multi-Scale Image Classification Bowen Cheng Rong Xiao Jianfeng Wang Thomas Huang Lei Zhang 82 22 0 07 May 2019
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation Yu Wang Quan Zhou Jia-Wei Liu Jian Xiong Guangwei Gao Xiaofu Wu Longin Jan Latecki SSeg 91 316 0 07 May 2019
Searching for MobileNetV3 Andrew G. Howard Mark Sandler Grace Chu Liang-Chieh Chen Bo Chen ... Yukun Zhu Ruoming Pang Vijay Vasudevan Quoc V. Le Hartwig Adam 448 6,862 0 06 May 2019
A Survey on Neural Architecture Search Martin Wistuba Ambrish Rawat Tejaswini Pedapati AI4CE 103 259 0 04 May 2019
Omni-Scale Feature Learning for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 117 836 0 02 May 2019
Wearable Travel Aid for Environment Perception and Navigation of Visually Impaired People Jinqiang Bai Zhaoxiang Liu Yimin Lin Ye Li Kai Wang Dijun Liu 39 82 0 30 Apr 2019
Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation Xin Chen Lingxi Xie Jun Wu Qi Tian AI4TS MQ 88 667 0 29 Apr 2019
HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision Zhen Dong Z. Yao A. Gholami Michael W. Mahoney Kurt Keutzer MQ 97 529 0 29 Apr 2019
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond Yue Cao Jiarui Xu Stephen Lin Fangyun Wei Han Hu ISeg 132 1,582 0 25 Apr 2019
Inner-Imaging Networks: Put Lenses into Convolutional Structure Yang Hu Guihua Wen Mingnan Luo Dan Dai Wenming Cao Zhiwen Yu Wendy Hall 33 2 0 22 Apr 2019
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection Youngwan Lee Joong-won Hwang Sangrok Lee Yuseok Bae Jongyoul Park PINN ObjD 76 373 0 22 Apr 2019
Knowledge Distillation via Route Constrained Optimization Xiao Jin Baoyun Peng Yichao Wu Yu Liu Jiaheng Liu Ding Liang Junjie Yan Xiaolin Hu 90 172 0 19 Apr 2019
SCANN: Synthesis of Compact and Accurate Neural Networks Shayan Hassantabar Zeyu Wang N. Jha 36 38 0 19 Apr 2019
CornerNet-Lite: Efficient Keypoint Based Object Detection Hei Law Yun Teng Olga Russakovsky Jia Deng 92 175 0 18 Apr 2019
Matrix and tensor decompositions for training binary neural networks Adrian Bulat Jean Kossaifi Georgios Tzimiropoulos Maja Pantic MQ 35 8 0 16 Apr 2019
Low-Power Computer Vision: Status, Challenges, Opportunities S. Alyamkin M. Ardi Alexander C. Berg Achille Brighton Bo Chen ... George K. Thiruvathukal Baiwu Zhang Jingchi Zhang Xiaopeng Zhang Shaojie Zhuo 47 10 0 15 Apr 2019
Rethinking Classification and Localization for Object Detection Yue Wu Yinpeng Chen Lu Yuan Zicheng Liu Lijuan Wang Hongzhi Li Y. Fu ObjD 132 514 0 13 Apr 2019
Knowledge Squeezed Adversarial Network Compression Changyong Shu Li Peng Xie Yuan Yanyun Qu Longquan Dai Lizhuang Ma GAN 75 11 0 10 Apr 2019
C3AE: Exploring the Limits of Compact Model for Age Estimation Chao Zhang Shuaicheng Liu Xun Xu Ce Zhu 77 81 0 10 Apr 2019
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution Yunpeng Chen Haoqi Fan Bing Xu Zhicheng Yan Yannis Kalantidis Marcus Rohrbach Shuicheng Yan Jiashi Feng 109 565 0 10 Apr 2019
SCSampler: Sampling Salient Clips from Video for Efficient Action Recognition Bruno Korbar Du Tran Lorenzo Torresani 80 225 0 08 Apr 2019
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help? Yunyang Xiong Ronak R. Mehta Vikas Singh 99 33 0 08 Apr 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 121 1,002 0 07 Apr 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman 3DPC 87 78 0 06 Apr 2019
Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling Jiancheng Yang Qiang Zhang Bingbing Ni Linguo Li Jinxian Liu Mengdie Zhou Qi Tian 3DPC 93 382 0 06 Apr 2019
3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI Chen Chen Xiaopeng Liu Meng Ding Junfeng Zheng Jiangyun Li MedIm 91 150 0 06 Apr 2019
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours Dimitrios Stamoulis Ruizhou Ding Di Wang Dimitrios Lymberopoulos B. Priyantha Jie Liu Diana Marculescu 78 285 0 05 Apr 2019
Video Classification with Channel-Separated Convolutional Networks Du Tran Heng Wang Lorenzo Torresani Matt Feiszli 3DV 133 591 0 04 Apr 2019
Resource Efficient 3D Convolutional Neural Networks Okan Kopuklu Neslihan Köse Ahmet Gunduz Gerhard Rigoll 69 191 0 04 Apr 2019
Towards a Robust Aerial Cinematography Platform: Localizing and Tracking Moving Targets in Unstructured Environments Rogerio Bonatti Cherie Ho Wenshan Wang Sanjiban Choudhury Sebastian Scherer 83 81 0 04 Apr 2019
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints Shaofeng Cai Gang Chen Beng Chin Ooi Jinyang Gao 138 19 0 03 Apr 2019
Correlation Congruence for Knowledge Distillation Baoyun Peng Xiao Jin Jiaheng Liu Shunfeng Zhou Yichao Wu Yu Liu Dongsheng Li Zhaoning Zhang 100 514 0 03 Apr 2019