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
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 19 90 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 14 91 0 11 Oct 2019
Searching for A Robust Neural Architecture in Four GPU Hours Xuanyi Dong Yezhou Yang 6 646 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 21 3,879 0 08 Oct 2019
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs Souvik Kundu Saurav Prakash H. Akrami P. Beerel K. Chugg 28 12 0 02 Oct 2019
Insect pest image detection and recognition based on bio-inspired methods L. Nanni Gianluca Maguolo Fabio Pancino 14 45 0 01 Oct 2019
Accurate and Compact Convolutional Neural Networks with Trained Binarization Zhe Xu R. Cheung MQ 13 54 0 25 Sep 2019
Structured Binary Neural Networks for Image Recognition Bohan Zhuang Chunhua Shen Mingkui Tan Peng Chen Lingqiao Liu Ian Reid MQ 20 17 0 22 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 37 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 13 246 0 18 Sep 2019
Content-Aware Unsupervised Deep Homography Estimation Jirong Zhang Chuan Wang Shuaicheng Liu Lanpeng Jia Nianjin Ye Jue Wang Ji Zhou Jian-jun Sun 113 149 0 12 Sep 2019
Linear Context Transform Block D. Ruan Jun Wen Nenggan Zheng Min Zheng ViT 19 22 0 06 Sep 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 28 205 0 16 Aug 2019
SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search Xiangxiang Chu Bo-Wen Zhang Qingyuan Li Ruijun Xu Xudong Li 18 24 0 16 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 17 44 0 10 Aug 2019
Machine Learning at the Network Edge: A Survey M. G. Sarwar Murshed Chris Murphy Daqing Hou Nazar Khan Ganesh Ananthanarayanan Faraz Hussain 30 378 0 31 Jul 2019
MoBiNet: A Mobile Binary Network for Image Classification Hai T. Phan Dang T. Huynh Yihui He Marios Savvides Zhiqiang Shen MQ 28 48 0 29 Jul 2019
A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized Network Kaite Xiang Kaiwei Wang Kailun Yang 16 9 0 26 Jul 2019
Similarity-Preserving Knowledge Distillation Frederick Tung Greg Mori 39 957 0 23 Jul 2019
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search Yuhui Xu Lingxi Xie Xiaopeng Zhang Xin Chen Guo-Jun Qi Qi Tian H. Xiong 22 603 0 12 Jul 2019
And the Bit Goes Down: Revisiting the Quantization of Neural Networks Pierre Stock Armand Joulin Rémi Gribonval Benjamin Graham Hervé Jégou MQ 29 149 0 12 Jul 2019
VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing Qian Zhang Jianjun Li Meng Yao Liangchen Song Helong Zhou Zhichao Li Wenming Meng Xuezhi Zhang Guoli Wang 11 22 0 12 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Yujun Lin Song Han 3DPC 17 659 0 08 Jul 2019
Slim-CNN: A Light-Weight CNN for Face Attribute Prediction A. Sharma H. Foroosh CVBM 3DH 8 41 0 03 Jul 2019
A Unified Optimization Approach for CNN Model Inference on Integrated GPUs Leyuan Wang Zhi Chen Yizhi Liu Yao Wang Lianmin Zheng Mu Li Yida Wang 18 30 0 03 Jul 2019
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Mohamed A. Elgharib Pascal Fua Hans-Peter Seidel Helge Rhodin Gerard Pons-Moll Christian Theobalt 3DH 16 168 0 01 Jul 2019
New pointwise convolution in Deep Neural Networks through Extremely Fast and Non Parametric Transforms Joonhyun Jeong Sung-Ho Bae 37 1 0 25 Jun 2019
Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets Fang-Chieh Chou Tsung-Han Lin Henggang Cui Vladan Radosavljevic Thi Nguyen Tzu-Kuo Huang Matthew Niedoba J. Schneider Nemanja Djuric 8 58 0 20 Jun 2019
Visual Wake Words Dataset Aakanksha Chowdhery Pete Warden Jonathon Shlens Andrew G. Howard Rocky Rhodes VLM 11 98 0 12 Jun 2019
Butterfly Transform: An Efficient FFT Based Neural Architecture Design Keivan Alizadeh-Vahid Anish K. Prabhu Ali Farhadi Mohammad Rastegari 22 50 0 05 Jun 2019
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data Qian Lou Lei Jiang 11 120 0 01 Jun 2019
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers Igor Fedorov Ryan P. Adams Matthew Mattina P. Whatmough 13 164 0 28 May 2019
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks Xiang Li Xiaolin Hu Jian Yang 19 193 0 23 May 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 22 33 0 21 May 2019
Multinomial Distribution Learning for Effective Neural Architecture Search Xiawu Zheng R. Ji Lang Tang Baochang Zhang Jianzhuang Liu Q. Tian 17 88 0 18 May 2019
Training CNNs with Selective Allocation of Channels Jongheon Jeong Jinwoo Shin CVBM 31 15 0 11 May 2019
Talking With Your Hands: Scaling Hand Gestures and Recognition With CNNs Okan Kopuklu Yao Rong Gerhard Rigoll SLR 11 5 0 10 May 2019
EdgeSegNet: A Compact Network for Semantic Segmentation Z. Q. Lin Brendan Chwyl A. Wong SSeg 12 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 28 147 0 09 May 2019
Advancements in Image Classification using Convolutional Neural Network F. Sultana Abu Sufian P. Dutta 12 273 0 08 May 2019
High Frequency Residual Learning for Multi-Scale Image Classification Bowen Cheng Rong Xiao Jianfeng Wang Thomas Huang Lei Zhang 23 21 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 21 6,596 0 06 May 2019
CornerNet-Lite: Efficient Keypoint Based Object Detection Hei Law Yun Teng Olga Russakovsky Jia Deng 19 174 0 18 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 21 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 22 507 0 13 Apr 2019
C3AE: Exploring the Limits of Compact Model for Age Estimation Chao Zhang Shuaicheng Liu Xun Xu Ce Zhu 19 80 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 16 551 0 10 Apr 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 16 990 0 07 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 16 148 0 06 Apr 2019
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints Shaofeng Cai Gang Chen Beng Chin Ooi Jinyang Gao 25 19 0 03 Apr 2019