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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
Interlaced Sparse Self-Attention for Semantic Segmentation Lang Huang Yuhui Yuan Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 94 157 0 29 Jul 2019
AirFace: Lightweight and Efficient Model for Face Recognition Xianyang Li Feng Wang Qinghao Hu Cong Leng CVBM 70 31 0 29 Jul 2019
Memory- and Communication-Aware Model Compression for Distributed Deep Learning Inference on IoT Kartikeya Bhardwaj Chingyi Lin A. L. Sartor R. Marculescu GNN 63 54 0 26 Jul 2019
Context-Integrated and Feature-Refined Network for Lightweight Object Parsing Bin Jiang Wenxuan Tu Chao Yang Junsong Yuan ObjD VOS 124 17 0 26 Jul 2019
Exploiting the Redundancy in Convolutional Filters for Parameter Reduction Kumara Kahatapitiya Ranga Rodrigo 25 0 0 26 Jul 2019
A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized Network Kaite Xiang Kaiwei Wang Kailun Yang 105 9 0 26 Jul 2019
Co-Evolutionary Compression for Unpaired Image Translation Han Shu Yunhe Wang Xu Jia Kai Han Hanting Chen Chunjing Xu Qi Tian Chang Xu 52 87 0 25 Jul 2019
RRNet: Repetition-Reduction Network for Energy Efficient Decoder of Depth Estimation Sangyun Oh Hye-Jin S. Kim Jongeun Lee Junmo Kim 3DV OffRL 74 1 0 23 Jul 2019
Similarity-Preserving Knowledge Distillation Frederick Tung Greg Mori 134 984 0 23 Jul 2019
Highlight Every Step: Knowledge Distillation via Collaborative Teaching Haoran Zhao Xin Sun Junyu Dong Changrui Chen Zihe Dong 80 59 0 23 Jul 2019
MixConv: Mixed Depthwise Convolutional Kernels Mingxing Tan Quoc V. Le 113 381 0 22 Jul 2019
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 140 1,162 0 22 Jul 2019
Convergence of Edge Computing and Deep Learning: A Comprehensive Survey Xiaofei Wang Yiwen Han Victor C. M. Leung Dusit Niyato Xueqiang Yan Xu Chen 102 1,002 0 19 Jul 2019
An Inter-Layer Weight Prediction and Quantization for Deep Neural Networks based on a Smoothly Varying Weight Hypothesis Kang-Ho Lee Joonhyun Jeong Sung-Ho Bae 59 4 0 16 Jul 2019
S&CNet: Monocular Depth Completion for Autonomous Systems and 3D Reconstruction Lei Zhang Weihai Chen Chao Hu Xingming Wu Zhengguo Li 3DPC 3DV MDE 29 0 0 13 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 145 612 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 120 149 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 83 22 0 12 Jul 2019
Neural Epitome Search for Architecture-Agnostic Network Compression Daquan Zhou Xiaojie Jin Qibin Hou Kaixin Wang Jianchao Yang Jiashi Feng 91 13 0 12 Jul 2019
Efficient Semantic Scene Completion Network with Spatial Group Convolution Jiahui Zhang Hao Zhao Anbang Yao Yurong Chen Li Zhang Hongen Liao 3DPC 79 116 0 11 Jul 2019
A Survey of Deep Learning-based Object Detection L. Jiao Fan Zhang Fang Liu Shuyuan Yang Lingling Li Zhixi Feng Rong Qu ObjD 131 973 0 11 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 172 677 0 08 Jul 2019
EPNAS: Efficient Progressive Neural Architecture Search Yanqi Zhou Peng Wang Sercan O. Arik Haonan Yu Syed Zawad Feng Yan G. Diamos 47 5 0 07 Jul 2019
Slim-CNN: A Light-Weight CNN for Face Attribute Prediction A. Sharma H. Foroosh CVBM 3DH 51 45 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 88 30 0 03 Jul 2019
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks Jibin Wu Yansong Chua Malu Zhang Guoqi Li Haizhou Li Kay Chen Tan 75 14 0 02 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 105 172 0 01 Jul 2019
New pointwise convolution in Deep Neural Networks through Extremely Fast and Non Parametric Transforms Joonhyun Jeong Sung-Ho Bae 60 1 0 25 Jun 2019
ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation Yu Wang Quan Zhou Xiaofu Wu SSeg 64 60 0 24 Jun 2019
Densely Connected Search Space for More Flexible Neural Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Yuan Li Wenyu Liu Xinggang Wang 120 125 0 23 Jun 2019
Semi-Supervised Learning for Cancer Detection of Lymph Node Metastases Amit Kumar Jaiswal Ivan Panshin D. Shulkin Nagender Aneja Samuel Abramov SSL MedIm 57 23 0 23 Jun 2019
Deep Single Image Deraining Via Estimating Transmission and Atmospheric Light in rainy Scenes Yinglong Wang Javen Qinfeng Shi Ehsan Abbasnejad Chao Ma Xiaoping Ma B. Zeng 23 0 0 22 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 58 59 0 20 Jun 2019
GAN-Knowledge Distillation for one-stage Object Detection Wanwei Wang Jin ke Yu Fan Zong ObjD 52 29 0 20 Jun 2019
Back to Simplicity: How to Train Accurate BNNs from Scratch? Joseph Bethge Haojin Yang Marvin Bornstein Christoph Meinel AAML MQ 64 58 0 19 Jun 2019
Towards Real-Time Action Recognition on Mobile Devices Using Deep Models Chen-Da Liu-Zhang Xin-Xin Liu Jianxin Wu HAI 31 9 0 17 Jun 2019
Visual Wake Words Dataset Aakanksha Chowdhery Pete Warden Jonathon Shlens Andrew G. Howard Rocky Rhodes VLM 88 102 0 12 Jun 2019
HGC: Hierarchical Group Convolution for Highly Efficient Neural Network Xukai Xie Yuan Zhou S. Kung 27 3 0 09 Jun 2019
Distilling Object Detectors with Fine-grained Feature Imitation Tao Wang Li-xin Yuan Xiaopeng Zhang Jiashi Feng ObjD 68 385 0 09 Jun 2019
DiCENet: Dimension-wise Convolutions for Efficient Networks Sachin Mehta Hannaneh Hajishirzi Mohammad Rastegari 101 43 0 08 Jun 2019
Fighting Quantization Bias With Bias Alexander Finkelstein Uri Almog Mark Grobman MQ 80 57 0 07 Jun 2019
Lightweight Real-time Makeup Try-on in Mobile Browsers with Tiny CNN Models for Facial Tracking Tianxing Li Zhi Yu Edmund Phung Brendan Duke I. Kezele P. Aarabi 3DH CVBM 83 7 0 05 Jun 2019
Butterfly Transform: An Efficient FFT Based Neural Architecture Design Keivan Alizadeh-Vahid Anish K. Prabhu Ali Farhadi Mohammad Rastegari 138 50 0 05 Jun 2019
Dilated Convolution with Dilated GRU for Music Source Separation Jen-Yu Liu Yi-Hsuan Yang 72 41 0 04 Jun 2019
Deeply-supervised Knowledge Synergy Dawei Sun Anbang Yao Aojun Zhou Hao Zhao 51 63 0 03 Jun 2019
Discovering Neural Wirings Mitchell Wortsman Ali Farhadi Mohammad Rastegari AI4CE 122 121 0 03 Jun 2019
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data Qian Lou Lei Jiang 110 124 0 01 Jun 2019
Attention Based Pruning for Shift Networks G. B. Hacene Carlos Lassance Vincent Gripon Matthieu Courbariaux Yoshua Bengio 98 25 0 29 May 2019
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers Igor Fedorov Ryan P. Adams Matthew Mattina P. Whatmough 96 168 0 28 May 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 270 18,321 0 28 May 2019