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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
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures Jin-Dong Dong A. Cheng Da-Cheng Juan Wei Wei Min Sun 73 182 0 21 Jun 2018
NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage A. Wong HAI 70 68 0 14 Jun 2018
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device Hengfui Liau Yamini Nimmagadda YengLiong Wong ObjD 51 14 0 14 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 76 211 0 07 Jun 2018
Joint Estimation of Age and Gender from Unconstrained Face Images using Lightweight Multi-task CNN for Mobile Applications Jia-Hong Lee Yi-Ming Chan Ting-Yen Chen Chu-Song Chen CVBM 61 34 0 06 Jun 2018
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks Ke Sun Mingjie Li Dong Liu Jingdong Wang 124 126 0 01 Jun 2018
Channel Gating Neural Networks Weizhe Hua Yuan Zhou Christopher De Sa Zhiru Zhang G. E. Suh 68 180 0 29 May 2018
Constructing Fast Network through Deconstruction of Convolution Yunho Jeon Junmo Kim 93 72 0 28 May 2018
Learning towards Minimum Hyperspherical Energy Weiyang Liu Rongmei Lin Ziqiang Liu Lixin Liu Zhiding Yu Bo Dai Le Song 137 151 0 23 May 2018
Approximate Random Dropout Zhuoran Song Ru Wang Dongyu Ru Hongru Huang Zhenghao Peng Hai Zhao Xiaoyao Liang Li Jiang BDL 44 9 0 23 May 2018
Object detection at 200 Frames Per Second Rakesh Mehta Cemalettin Öztürk ObjD 71 61 0 16 May 2018
Lightweight Pyramid Networks for Image Deraining Xueyang Fu Borong Liang Yue Huang Xinghao Ding John Paisley 64 326 0 16 May 2018
Quantization Mimic: Towards Very Tiny CNN for Object Detection Yi Wei Xinyu Pan Hongwei Qin Wanli Ouyang Junjie Yan ObjD 152 90 0 06 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition Yunlong Ma Chunyan Wang 27 3 0 03 May 2018
Internal node bagging Shun Yi BDL 29 0 0 01 May 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 91 56 0 27 Apr 2018
IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification Sam Leroux Pavlo Molchanov Pieter Simoens Bart Dhoedt Thomas Breuel Jan Kautz 54 41 0 26 Apr 2018
Accelerator-Aware Pruning for Convolutional Neural Networks Hyeong-Ju Kang 93 90 0 26 Apr 2018
Smart Surveillance as an Edge Network Service: from Harr-Cascade, SVM to a Lightweight CNN S. Nikouei Yu Chen Sejun Song Ronghua Xu Baek-Young Choi Timothy R. Faughnan 107 85 0 24 Apr 2018
Face Recognition: Primates in the Wild Debayan Deb S. Wiper Alexandra Russo Sixue Gong Yichun Shi Cori Tymoszek Anil K. Jain CVBM 66 81 0 24 Apr 2018
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices Sheng Chen Yang Liu Xiang Gao Zhen Han CVBM 3DH 127 564 0 20 Apr 2018
Pelee: A Real-Time Object Detection System on Mobile Devices R. Wang Xiang Li Charles X. Ling ObjD 87 460 0 18 Apr 2018
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 158 1,243 0 18 Apr 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 160 265 0 17 Apr 2018
Non-Vacuous Generalization Bounds at the ImageNet Scale: A PAC-Bayesian Compression Approach Wenda Zhou Victor Veitch Morgane Austern Ryan P. Adams Peter Orbanz 94 215 0 16 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 78 49 0 16 Apr 2018
Optimizing Video Object Detection via a Scale-Time Lattice Kai-xiang Chen Jiaqi Wang Shuo Yang Xingcheng Zhang Yuanjun Xiong Chen Change Loy Dahua Lin ObjD 92 106 0 16 Apr 2018
Select, Attend, and Transfer: Light, Learnable Skip Connections Saeid Asgari Taghanaki A. Bentaieb Anmol Sharma S. Kevin Zhou Yefeng Zheng ... Puneet Sharma Sasa Grbic Zhoubing Xu Dorin Comaniciu Ghassan Hamarneh 76 20 0 14 Apr 2018
Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory Ameya Prabhu Vishal Batchu Rohit Gajawada Sri Aurobindo Munagala A. Namboodiri MQ 55 18 0 11 Apr 2018
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications Tien-Ju Yang Andrew G. Howard Bo Chen Xiao Zhang Alec Go Mark Sandler Vivienne Sze Hartwig Adam 150 522 0 09 Apr 2018
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation Jose Dolz Karthik Gopinath Jing Yuan H. Lombaert Christian Desrosiers Ismail ben Ayed 3DH 72 439 0 09 Apr 2018
Building Efficient CNN Architecture for Offline Handwritten Chinese Character Recognition Zhiyuan Li Nanjun Teng Min Jin Huaxiang Lu 39 52 0 04 Apr 2018
Adversarial Network Compression Vasileios Belagiannis Azade Farshad Fabio Galasso GAN AAML 63 58 0 28 Mar 2018
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions Zheng Qin Zhaoning Zhang Dongsheng Li Yiming Zhang Yuxing Peng 60 28 0 27 Mar 2018
Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications Zheng Qin Zhaoning Zhang Shiqing Zhang Hao Yu Yuxing Peng 18 7 0 24 Mar 2018
A Quantization-Friendly Separable Convolution for MobileNets Tao Sheng Chen Feng Shaojie Zhuo Xiaopeng Zhang Liang Shen M. Aleksic MQ 79 115 0 22 Mar 2018
Group Normalization Yuxin Wu Kaiming He 259 3,686 0 22 Mar 2018
SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks Teng Zhang J. Carvajal Daniel F. Smith Kun-li Zhao Arnold Wiliem Peter Hobson A. Jennings Brian C. Lovell 30 9 0 20 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 156 784 0 19 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 134 1,320 0 12 Mar 2018
ShuffleSeg: Real-time Semantic Segmentation Network M. Gamal Mennatullah Siam Moemen Abdel-Razek SSeg 64 60 0 10 Mar 2018
RTSeg: Real-time Semantic Segmentation Comparative Study Mennatullah Siam M. Gamal Moemen Abdel-Razek S. Yogamani Martin Jägersand SSeg 98 116 0 07 Mar 2018
HENet:A Highly Efficient Convolutional Neural Networks Optimized for Accuracy, Speed and Storage Qiuyu Zhu Ruixin Zhang 3DH 33 5 0 07 Mar 2018
Deep Neural Network Compression with Single and Multiple Level Quantization Yuhui Xu Yongzhuang Wang Aojun Zhou Weiyao Lin H. Xiong MQ 63 115 0 06 Mar 2018
Loss-aware Weight Quantization of Deep Networks Lu Hou James T. Kwok MQ 104 127 0 23 Feb 2018
FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy Zheng Qin Zhaoning Zhang Xiaotao Chen Yuxing Peng MQ 73 104 0 11 Feb 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices Yihui He Ji Lin Zhijian Liu Hanrui Wang Li Li Song Han 127 1,350 0 10 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 530 13,256 0 07 Feb 2018
Universal Deep Neural Network Compression Yoojin Choi Mostafa El-Khamy Jungwon Lee MQ 151 88 0 07 Feb 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 261 3,052 0 05 Feb 2018