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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
Learning Generalisable Omni-Scale Representations for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 119 226 0 15 Oct 2019
IMMVP: An Efficient Daytime and Nighttime On-Road Object Detector Cheng-En Wu Yi-Ming Chan Chien-Hung Chen Wen-Cheng Chen Chu-Song Chen ObjD 41 12 0 15 Oct 2019
Challenges in Markov chain Monte Carlo for Bayesian neural networks Theodore Papamarkou Jacob D. Hinkle M. T. Young D. Womble BDL 131 51 0 15 Oct 2019
One-Shot Neural Architecture Search via Self-Evaluated Template Network Xuanyi Dong Yezhou Yang ViT 65 185 0 13 Oct 2019
Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey Bin Qian Jie Su Z. Wen D. N. Jha Yinhao Li ... Albert Y. Zomaya Omer F. Rana Lizhe Wang Maciej Koutny R. Ranjan 71 4 0 11 Oct 2019
FuseMODNet: Real-Time Camera and LiDAR based Moving Object Detection for robust low-light Autonomous Driving Hazem Rashed M. Ramzy Victor Vaquero Ahmad El-Sallab Ganesh Sistu S. Yogamani 3DPC 80 91 0 11 Oct 2019
Rosetta: Large scale system for text detection and recognition in images Fedor Borisyuk Albert Gordo V. Sivakumar 88 300 0 11 Oct 2019
VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition Mengjia Yan Mengao Zhao Zining Xu Qian Zhang Guoli Wang Zhizhong Su CVBM 110 92 0 11 Oct 2019
Searching for A Robust Neural Architecture in Four GPU Hours Xuanyi Dong Yezhou Yang 178 656 0 10 Oct 2019
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Qilong Wang Banggu Wu Peng Fei Zhu P. Li W. Zuo Q. Hu 194 4,085 0 08 Oct 2019
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks Mehdi Neshat Zifan Wang Bradley Alexander Fan Yang Zijian Zhang Sirui Ding Markus Wagner Helen Zhou FAtt 111 1,076 0 03 Oct 2019
Neural networks on microcontrollers: saving memory at inference via operator reordering Edgar Liberis Nicholas D. Lane 66 46 0 02 Oct 2019
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs Souvik Kundu Saurav Prakash H. Akrami Peter A. Beerel K. Chugg 92 12 0 02 Oct 2019
Insect pest image detection and recognition based on bio-inspired methods L. Nanni Gianluca Maguolo Fabio Pancino 38 45 0 01 Oct 2019
EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge Computing Shunzhi Yang Zheng Gong Kai Ye Yungen Wei Zheng Huang Zhenhua Huang 35 12 0 30 Sep 2019
Grouped Spatial-Temporal Aggregation for Efficient Action Recognition Chenxu Luo Alan Yuille 186 153 0 28 Sep 2019
Training convolutional neural networks with cheap convolutions and online distillation Jiao Xie Shaohui Lin Yichen Zhang Linkai Luo 63 12 0 28 Sep 2019
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution Taojiannan Yang Sijie Zhu Chong Chen Shen Yan Mi Zhang Andrew Willis OOD 79 75 0 27 Sep 2019
Balanced Binary Neural Networks with Gated Residual Mingzhu Shen Xianglong Liu Ruihao Gong Kai Han MQ 72 36 0 26 Sep 2019
Efficient Residual Dense Block Search for Image Super-Resolution Dehua Song Chang Xu Xu Jia Yiyi Chen Chunjing Xu Yunhe Wang SupR 122 134 0 25 Sep 2019
Accurate and Compact Convolutional Neural Networks with Trained Binarization Zhe Xu R. Cheung MQ 58 54 0 25 Sep 2019
s-LWSR: Super Lightweight Super-Resolution Network Biao Li Jiabin Liu Bo Wang Zhiquan Qi Yong Shi SupR 75 47 0 24 Sep 2019
Structured Binary Neural Networks for Image Recognition Bohan Zhuang Chunhua Shen Mingkui Tan Peng Chen Lingqiao Liu Ian Reid MQ 135 19 0 22 Sep 2019
An Investigation of Quantum Deep Clustering Framework with Quantum Deep SVM & Convolutional Neural Network Feature Extractor Arit Kumar Bishwas Ashish Mani Vasile Palade 84 1 0 21 Sep 2019
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng ... Jinjun Xiong Thomas Huang Humphrey Shi Wen-mei W. Hwu Deming Chen 106 92 0 20 Sep 2019
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks Zhonghui You Kun Yan Jinmian Ye Meng Ma Ping Wang 3DPC 93 252 0 18 Sep 2019
Ensemble Knowledge Distillation for Learning Improved and Efficient Networks Umar Asif Jianbin Tang S. Harrer FedML 88 76 0 17 Sep 2019
A Data-Center FPGA Acceleration Platform for Convolutional Neural Networks Xiaoyu Yu Yuwei Wang Jie Miao Ephrem Wu Heng Zhang Yu Meng Bo Zhang Biao Min Dewei Chen Jianlin Gao 54 21 0 17 Sep 2019
Content-Aware Unsupervised Deep Homography Estimation Jirong Zhang Chuan Wang Shuaicheng Liu Lanpeng Jia Nianjin Ye Jue Wang Ji Zhou Jian Sun 187 153 0 12 Sep 2019
VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep Residual Networks Shuang Gao Xin Liu Lung-Sheng Chien William Zhang J. Álvarez VLM 3DPC 63 15 0 10 Sep 2019
Non-discriminative data or weak model? On the relative importance of data and model resolution Mark Sandler Jonathan Baccash A. Zhmoginov Andrew G. Howard 70 31 0 07 Sep 2019
Linear Context Transform Block D. Ruan Jun Wen Nenggan Zheng Min Zheng ViT 32 23 0 06 Sep 2019
Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection Junran Peng Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan ViT 86 56 0 05 Sep 2019
MANAS: Multi-Agent Neural Architecture Search Vasco Lopes Fabio Maria Carlucci P. Esperança Marco Singh Victor Gabillon Antoine Yang Hang Xu Zewei Chen Jun Wang 81 23 0 03 Sep 2019
PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block Guoqing Li Meng Zhang Qianru Zhang Ziyang Chen Wenzhao Liu Jiaojie Li Xuzhao Shen Jian Li Zhenyu Zhu Chau Yuen 73 5 0 03 Sep 2019
ApproxNet: Content and Contention-Aware Video Analytics System for Embedded Clients Xukan Ran Rakesh Kumar Pengcheng Wang Peter Bai Ganga Meghanath Somali Chaterji Subrata Mitra Saurabh Bagchi 65 19 0 28 Aug 2019
Once-for-All: Train One Network and Specialize it for Efficient Deployment Han Cai Chuang Gan Tianzhe Wang Zhekai Zhang Song Han OOD 169 1,287 0 26 Aug 2019
SeesawFaceNets: sparse and robust face verification model for mobile platform Jintao Zhang 3DH CVBM 55 9 0 24 Aug 2019
MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors Royson Lee Stylianos I. Venieris Łukasz Dudziak S. Bhattacharya Nicholas D. Lane SupR 54 96 0 21 Aug 2019
Adaptative Inference Cost With Convolutional Neural Mixture Models Adria Ruiz Jakob Verbeek VLM 65 22 0 19 Aug 2019
A Delay Metric for Video Object Detection: What Average Precision Fails to Tell Huizi Mao Xiaodong Yang W. Dally 143 40 0 18 Aug 2019
Improved Techniques for Training Adaptive Deep Networks Hao Li Hong Zhang Xiaojuan Qi Ruigang Yang Gao Huang 76 134 0 17 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 100 212 0 16 Aug 2019
SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search Xiangxiang Chu Bo Zhang Qingyuan Li Ruijun Xu Xudong Li 86 24 0 16 Aug 2019
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks Zhaoyang Zhang Jingyu Li Wenqi Shao Zhanglin Peng Ruimao Zhang Xiaogang Wang Ping Luo 100 37 0 16 Aug 2019
Explicit Shape Encoding for Real-Time Instance Segmentation Wenqiang Xu Haiyang Wang Fubo Qi Cewu Lu 109 104 0 12 Aug 2019
HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions Duo Li Aojun Zhou Anbang Yao 52 39 0 11 Aug 2019
Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations Bohan Zhuang Jing Liu Mingkui Tan Lingqiao Liu Ian Reid Chunhua Shen MQ 99 46 0 10 Aug 2019
SqueezeNAS: Fast neural architecture search for faster semantic segmentation Albert Eaton Shaw D. Hunter F. Iandola Sammy Sidhu SSeg 137 73 0 05 Aug 2019
MoGA: Searching Beyond MobileNetV3 Xiangxiang Chu Bo Zhang Ruijun Xu 91 42 0 04 Aug 2019