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 / 519 papers shown

Title
Correlation Congruence for Knowledge Distillation Baoyun Peng Xiao Jin Jiaheng Liu Shunfeng Zhou Yichao Wu Yu Liu Dongsheng Li Zhaoning Zhang 37 507 0 03 Apr 2019
Single Path One-Shot Neural Architecture Search with Uniform Sampling Zichao Guo Xiangyu Zhang Haoyuan Mu Wen Heng Zechun Liu Yichen Wei Jian-jun Sun 13 928 0 31 Mar 2019
ThunderNet: Towards Real-time Generic Object Detection Zheng Qin Zeming Li Zhaoning Zhang Yiping Bao Gang Yu Yuxing Peng Jian-jun Sun ObjD 23 255 0 28 Mar 2019
Looking Fast and Slow: Memory-Guided Mobile Video Object Detection Mason Liu Menglong Zhu Marie White Yinxiao Li Dmitry Kalenichenko 15 83 0 25 Mar 2019
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification Weijie Chen Di Xie Yuan Zhang Shiliang Pu 14 80 0 13 Mar 2019
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 27 575 0 11 Mar 2019
Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search X. Li Yiming Zhou Zheng Pan Jiashi Feng 3DV 10 158 0 09 Mar 2019
Efficient Deep Neural Network for Photo-realistic Image Super-Resolution Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 19 27 0 06 Mar 2019
An efficient solution for semantic segmentation: ShuffleNet V2 with atrous separable convolutions Sercan Turkmen J. Heikkilä SSeg 11 23 0 20 Feb 2019
Air Quality Measurement Based on Double-Channel Convolutional Neural Network Ensemble Learning Zhenyu Wang Wei Zheng Chunfeng Song 12 21 0 19 Feb 2019
Network Offloading Policies for Cloud Robotics: a Learning-based Approach Sandeep P. Chinchali Apoorva Sharma James Harrison Amine Elhafsi Daniel Kang Evgenya Pergament Eyal Cidon Sachin Katti Marco Pavone OffRL 9 105 0 15 Feb 2019
Self-Binarizing Networks Fayez Lahoud R. Achanta Pablo Márquez-Neila Sabine Süsstrunk MQ 11 23 0 02 Feb 2019
Convolutional Neural Networks with Layer Reuse Okan Kopuklu M. Babaee S. Hörmann Gerhard Rigoll 13 17 0 28 Jan 2019
EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search Jiemin Fang Yukang Chen Xinbang Zhang Qian Zhang Chang Huang Gaofeng Meng Wenyu Liu Xinggang Wang 28 24 0 17 Jan 2019
CodeX: Bit-Flexible Encoding for Streaming-based FPGA Acceleration of DNNs Mohammad Samragh Mojan Javaheripi F. Koushanfar 24 11 0 17 Jan 2019
Light-weighted Saliency Detection with Distinctively Lower Memory Cost and Model Size Shanghua Xiao 19 1 0 15 Jan 2019
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free Cheng-Yang Fu Mykhailo Shvets Alexander C. Berg ObjD 33 137 0 10 Jan 2019
DSConv: Efficient Convolution Operator Marcelo Gennari Roger Fawcett V. Prisacariu MQ 24 62 0 07 Jan 2019
C3: Concentrated-Comprehensive Convolution and its application to semantic segmentation Hyojin Park Y. Yoo Geonseok Seo Dongyoon Han Sangdoo Yun Nojun Kwak SSeg 24 9 0 12 Dec 2018
Fast and Accurate Person Re-Identification with RMNet Evgeny Izutov 3DH 18 6 0 06 Dec 2018
Timeception for Complex Action Recognition Noureldien Hussein E. Gavves A. Smeulders 16 212 0 04 Dec 2018
TEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks Lile Cai Anne-Maelle Barneche Arthur Herbout Chuan-Sheng Foo Jie Lin V. Chandrasekhar M. Sabry 11 16 0 29 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 15 392 0 28 Nov 2018
Dense xUnit Networks I. Kligvasser T. Michaeli 13 3 0 27 Nov 2018
A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization Bowen Cheng Yunchao Wei Jiahui Yu Shiyu Chang Jinjun Xiong Wen-mei W. Hwu Thomas S. Huang Humphrey Shi OOD VLM 24 6 0 23 Nov 2018
Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs Chaoyun Zhang Rui Li Woojin Kim Daesub Yoon P. Patras 26 49 0 22 Nov 2018
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation Bohan Zhuang Chunhua Shen Mingkui Tan Lingqiao Liu Ian Reid MQ 27 152 0 22 Nov 2018
On a Sparse Shortcut Topology of Artificial Neural Networks Fenglei Fan Dayang Wang Hengtao Guo Qikui Zhu Pingkun Yan Ge Wang Hengyong Yu 35 21 0 22 Nov 2018
Detecting The Objects on The Road Using Modular Lightweight Network Sen Cao Yazhou Liu P. Lasang Shengmei Shen ObjD 11 7 0 16 Nov 2018
Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities Jose Dolz Ismail Ben Ayed Christian Desrosiers 12 100 0 16 Oct 2018
Shift-based Primitives for Efficient Convolutional Neural Networks Huasong Zhong Xianggen Liu Yihui He Yuchun Ma 23 20 0 22 Sep 2018
MBS: Macroblock Scaling for CNN Model Reduction Yu-Hsun Lin Chun-Nan Chou Edward Y. Chang MQ 16 4 0 18 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 16 122 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 65 2,417 0 06 Sep 2018
Training Compact Neural Networks with Binary Weights and Low Precision Activations Bohan Zhuang Chunhua Shen Ian Reid MQ 13 14 0 08 Aug 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian-jun Sun 33 4,921 0 30 Jul 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure Hamed Hakkak OffRL AI4CE 13 1 0 08 Jul 2018
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device Hengfui Liau Yamini Nimmagadda YengLiong Wong ObjD 18 14 0 14 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 24 210 0 07 Jun 2018
Channel Gating Neural Networks Weizhe Hua Yuan Zhou Christopher De Sa Zhiru Zhang G. E. Suh 13 180 0 29 May 2018
Object detection at 200 Frames Per Second Rakesh Mehta Cemalettin Öztürk ObjD 23 61 0 16 May 2018
Quantization Mimic: Towards Very Tiny CNN for Object Detection Yi Wei Xinyu Pan Hongwei Qin Wanli Ouyang Junjie Yan ObjD 22 88 0 06 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition Yunlong Ma Chunyan Wang 16 3 0 03 May 2018
Face Recognition: Primates in the Wild Debayan Deb S. Wiper Alexandra Russo Sixue Gong Yichun Shi Cori Tymoszek Anil K. Jain CVBM 16 77 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 11 557 0 20 Apr 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian-jun Sun ObjD 86 263 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 21 209 0 16 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 20 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 36 106 0 16 Apr 2018
Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory Ameya Prabhu Vishal Batchu Rohit Gajawada Sri Aurobindo Munagala A. Namboodiri MQ 25 18 0 11 Apr 2018