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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"

50 / 1,903 papers shown

Title
Color Constancy by Reweighting Image Feature Maps J. Qiu Haisong Xu Z. Ye 74 25 0 25 Jun 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 680 4,710 0 24 Jun 2018
Efficient Semantic Segmentation using Gradual Grouping Nikitha Vallurupalli Sriharsha Annamaneni G. Varma C. V. Jawahar Manu Mathew S. Nagori SSeg 132 12 0 22 Jun 2018
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures Jin-Dong Dong A. Cheng Da-Cheng Juan Wei Wei Min Sun 203 194 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 158 75 0 14 Jun 2018
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device Hengfui Liau Yamini Nimmagadda YengLiong Wong ObjD 186 16 0 14 Jun 2018
Semantically Selective Augmentation for Deep Compact Person Re-Identification V. Ponce-López T. Burghardt S. Hannuna Dima Damen A. Masullo Majid Mirmehdi 3DPC GAN 123 3 0 11 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 202 215 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 160 34 0 06 Jun 2018
Between Progress and Potential Impact of AI: the Neglected Dimensions Fernando Martínez-Plumed S. Avin Miles Brundage Allan Dafoe Seán Ó hÉigeartaigh José Hernández-Orallo 161 5 0 02 Jun 2018
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks Ke Sun Mingjie Li Dong Liu Jingdong Wang 278 129 0 01 Jun 2018
Channel Gating Neural Networks Weizhe Hua Yuan Zhou Christopher De Sa Zhiru Zhang G. E. Suh 241 199 0 29 May 2018
A novel channel pruning method for deep neural network compression Yiming Hu Siyang Sun Jianquan Li Xingang Wang Qingyi Gu 167 75 0 29 May 2018
Constructing Fast Network through Deconstruction of Convolution Yunho Jeon Junmo Kim 291 74 0 28 May 2018
Learning towards Minimum Hyperspherical Energy Weiyang Liu Rongmei Lin Ziqiang Liu Lixin Liu Zhiding Yu Bo Dai Le Song 342 164 0 23 May 2018
Approximate Random Dropout Zhuoran Song Ru Wang Dongyu Ru Hongru Huang Zhenghao Peng Hai Zhao Xiaoyao Liang Li Jiang BDL 144 11 0 23 May 2018
Object detection at 200 Frames Per Second Rakesh Mehta Cemalettin Öztürk ObjD 131 69 0 16 May 2018
Lightweight Pyramid Networks for Image Deraining Xueyang Fu Borong Liang Yue Huang Xinghao Ding John Paisley 132 376 0 16 May 2018
Quantization Mimic: Towards Very Tiny CNN for Object Detection Yi Wei Xinyu Pan Hongwei Qin Wanli Ouyang Junjie Yan ObjD 377 95 0 06 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition Yunlong Ma Chunyan Wang 104 3 0 03 May 2018
Internal node bagging Shun Yi BDL 233 0 0 01 May 2018
Ultra Power-Efficient CNN Domain Specific Accelerator with 9.3TOPS/Watt for Mobile and Embedded Applications Baohua Sun Ling Yang Patrick Dong Wenhan Zhang Jason Dong Charles Young 157 34 0 30 Apr 2018
Low-memory convolutional neural networks through incremental depth-first processing Jonathan Binas Yoshua Bengio SupR 128 4 0 28 Apr 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 148 58 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 113 45 0 26 Apr 2018
Accelerator-Aware Pruning for Convolutional Neural Networks Hyeong-Ju Kang 138 96 0 26 Apr 2018
Progressive Neural Networks for Image Classification Zhi Zhang G. Ning Yigang Cen Yongqian Li Zhiqun Zhao Hao Sun Zhihai He 48 8 0 25 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 154 91 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 147 87 0 24 Apr 2018
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile DevicesChinese Conference on Biometric Recognition (CCBR), 2018 Sheng Chen Yang Liu Yantao Du Zhen Han CVBM 3DH 395 634 0 20 Apr 2018
Pelee: A Real-Time Object Detection System on Mobile DevicesNeural Information Processing Systems (NeurIPS), 2018 R. Wang Xiang Li Charles X. Ling ObjD 167 498 0 18 Apr 2018
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 538 1,332 0 18 Apr 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 241 279 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 249 226 0 16 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 150 49 0 16 Apr 2018
Optimizing Video Object Detection via a Scale-Time Lattice Kai-xiang Chen Yuan Liu Shuo Yang Xingcheng Zhang Yuanjun Xiong Chen Change Loy Dahua Lin ObjD 159 111 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 207 22 0 14 Apr 2018
Road Segmentation Using CNN with GRU Yecheng Lyu Xinming Huang 126 19 0 14 Apr 2018
Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory Christian Schroeder de Witt Vishal Batchu Rohit Gajawada Sri Aurobindo Munagala A. Namboodiri MQ 139 18 0 11 Apr 2018
Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors Hao Yu Zhaoning Zhang Zheng Qin Hao Wu Dongsheng Li Jun Zhao Xicheng Lu ObjD 106 28 0 10 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 276 548 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 198 478 0 09 Apr 2018
Building Efficient CNN Architecture for Offline Handwritten Chinese Character Recognition Zhiyuan Li Nanjun Teng Min Jin Huaxiang Lu 116 52 0 04 Apr 2018
Adversarial Network Compression Vasileios Belagiannis Azade Farshad Fabio Galasso GAN AAML 148 61 0 28 Mar 2018
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions Zheng Qin Zhaoning Zhang Dongsheng Li Yiming Zhang Yuxing Peng 125 30 0 27 Mar 2018
Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications Zheng Qin Zhaoning Zhang Shiqing Zhang Hao Yu Yuxing Peng 95 8 0 24 Mar 2018
A Quantization-Friendly Separable Convolution for MobileNets Tao Sheng Chen Feng Shaojie Zhuo Xiaopeng Zhang Liang Shen M. Aleksic MQ 198 122 0 22 Mar 2018
Group Normalization Yuxin Wu Kaiming He 499 4,077 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 75 11 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 291 847 0 19 Mar 2018