v1v2 (latest)

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 / 1,497 papers shown

Title
A Survey of Methods for Low-Power Deep Learning and Computer Vision Abhinav Goel Caleb Tung Yung-Hsiang Lu George K. Thiruvathukal VLM 53 95 0 24 Mar 2020
Dynamic ReLU Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Lu Yuan Zicheng Liu 265 166 0 22 Mar 2020
TanhExp: A Smooth Activation Function with High Convergence Speed for Lightweight Neural Networks Xinyu Liu Xiaoguang Di 77 61 0 22 Mar 2020
Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology Xinyu Liu Xiren Miao Hao Jiang Jia Chen 55 12 0 22 Mar 2020
Collaborative Distillation for Ultra-Resolution Universal Style Transfer Huan Wang Yijun Li Yuehai Wang Haoji Hu Ming-Hsuan Yang 172 103 0 18 Mar 2020
Resolution Adaptive Networks for Efficient Inference Le Yang Yizeng Han Xi Chen Shiji Song Jifeng Dai Gao Huang 119 219 0 16 Mar 2020
Channel Pruning Guided by Classification Loss and Feature Importance Jinyang Guo Wanli Ouyang Dong Xu 64 54 0 15 Mar 2020
LCP: A Low-Communication Parallelization Method for Fast Neural Network Inference in Image Recognition Ramyad Hadidi Bahar Asgari Jiashen Cao Younmin Bae Da Eun Shim Hyojong Kim Sung-Kyu Lim Michael S. Ryoo Hyesoon Kim 44 1 0 13 Mar 2020
Highly Efficient Salient Object Detection with 100K Parameters Shanghua Gao Yong-qiang Tan Ming-Ming Cheng Chengze Lu Yunpeng Chen Shuicheng Yan 306 172 0 12 Mar 2020
Channel Pruning via Optimal Thresholding Yun Ye Ganmei You Jong-Kae Fwu Xia Zhu Q. Yang Yuan Zhu 47 12 0 10 Mar 2020
How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS Kaicheng Yu René Ranftl Mathieu Salzmann 75 35 0 09 Mar 2020
BiDet: An Efficient Binarized Object Detector Ziwei Wang Ziyi Wu Jiwen Lu Jie Zhou MQ 123 66 0 09 Mar 2020
FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution Zhanpeng Zhang Kaipeng Zhang SSeg 34 21 0 09 Mar 2020
ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions Zechun Liu Zhiqiang Shen Marios Savvides Kwang-Ting Cheng MQ 214 354 0 07 Mar 2020
Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications Chinthaka Gamanayake Lahiru Jayasinghe Benny Kai Kiat Ng Chau Yuen VLM 91 47 0 05 Mar 2020
BATS: Binary ArchitecTure Search Adrian Bulat Brais Martínez Georgios Tzimiropoulos MQ 97 68 0 03 Mar 2020
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework Okan Kopuklu Thomas Ledwon Yao Rong Neslihan Köse Gerhard Rigoll 84 23 0 02 Mar 2020
Sparsity Meets Robustness: Channel Pruning for the Feynman-Kac Formalism Principled Robust Deep Neural Nets Thu Dinh Bao Wang Andrea L. Bertozzi Stanley J. Osher AAML 34 17 0 02 Mar 2020
Learning When and Where to Zoom with Deep Reinforcement Learning Burak Uzkent Stefano Ermon 94 69 0 01 Mar 2020
Semi-Supervised Neural Architecture Search Renqian Luo Xu Tan Rui Wang Tao Qin Enhong Chen Tie-Yan Liu 99 90 0 24 Feb 2020
Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference Ting-Kuei Hu Tianlong Chen Haotao Wang Zhangyang Wang OOD AAML 3DH 95 84 0 24 Feb 2020
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction Jiangpeng Yan Shuo Chen Yongbing Zhang Xiu Li 53 24 0 22 Feb 2020
Structured Sparsification with Joint Optimization of Group Convolution and Channel Shuffle Xinyu Zhang Kai Zhao Taihong Xiao Mingg-Ming Cheng Ming-Hsuan Yang 59 1 0 19 Feb 2020
Learning Architectures for Binary Networks Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 91 44 0 17 Feb 2020
Stabilizing Differentiable Architecture Search via Perturbation-based Regularization Xiangning Chen Cho-Jui Hsieh 102 207 0 12 Feb 2020
WatchDog: Real-time Vehicle Tracking on Geo-distributed Edge Nodes Zheng Dong Yan Lu G. Tong Yuanchao Shu Shuai Wang Weisong Shi 58 10 0 11 Feb 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou 348 201 0 07 Feb 2020
Impact of ImageNet Model Selection on Domain Adaptation Youshan Zhang Brian D. Davison FAtt OOD VLM 107 34 0 06 Feb 2020
Analyzing the Dependency of ConvNets on Spatial Information Yue Fan Yongqin Xian M. Losch Bernt Schiele 18 4 0 05 Feb 2020
Post-Training Piecewise Linear Quantization for Deep Neural Networks Jun Fang Ali Shafiee Hamzah Abdel-Aziz D. Thorsley Georgios Georgiadis Joseph Hassoun MQ 106 148 0 31 Jan 2020
Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning Peter Henderson Jie Hu Joshua Romoff Emma Brunskill Dan Jurafsky Joelle Pineau 106 459 0 31 Jan 2020
Pre-defined Sparsity for Low-Complexity Convolutional Neural Networks Souvik Kundu M. Nazemi Massoud Pedram K. Chugg Peter A. Beerel CVBM 77 36 0 29 Jan 2020
Depthwise-STFT based separable Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman OOD MDE 50 5 0 27 Jan 2020
CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR Images Mariia Dobko B. Petryshak Oles Dobosevych 21 4 0 23 Jan 2020
Depthwise Non-local Module for Fast Salient Object Detection Using a Single Thread Haofeng Li Guanbin Li Binbin Yang Guanqi Chen Liang Lin Yizhou Yu ObjD 100 28 0 22 Jan 2020
BNAS:An Efficient Neural Architecture Search Approach Using Broad Scalable Architecture Zixiang Ding Yaran Chen Nannan Li Dongbin Zhao Zhiquan Sun C. L. Philip Chen 28 0 0 18 Jan 2020
Latency-Aware Differentiable Neural Architecture Search Yuhui Xu Lingxi Xie Xiaopeng Zhang Xin Chen Bowen Shi Qi Tian H. Xiong OOD 70 33 0 17 Jan 2020
MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy? Joseph Bethge Christian Bartz Haojin Yang Ying-Cong Chen Christoph Meinel MQ 89 91 0 16 Jan 2020
Quantisation and Pruning for Neural Network Compression and Regularisation Kimessha Paupamah Steven D. James Richard Klein 38 23 0 14 Jan 2020
Cross-dataset Training for Class Increasing Object Detection Yongqiang Yao Yan Wang Yu-Xiao Guo Jiaojiao Lin Hongwei Qin Junjie Yan ObjD 57 17 0 14 Jan 2020
Least squares binary quantization of neural networks Hadi Pouransari Zhucheng Tu Oncel Tuzel MQ 82 32 0 09 Jan 2020
Resource-Efficient Neural Networks for Embedded Systems Wolfgang Roth Günther Schindler Lukas Pfeifenberger Robert Peharz Sebastian Tschiatschek Holger Fröning Franz Pernkopf Zoubin Ghahramani 84 51 0 07 Jan 2020
Lightweight Residual Densely Connected Convolutional Neural Network Fahimeh Fooladgar S. Kasaei 57 13 0 02 Jan 2020
ZeroQ: A Novel Zero Shot Quantization Framework Yaohui Cai Z. Yao Zhen Dong A. Gholami Michael W. Mahoney Kurt Keutzer MQ 127 399 0 01 Jan 2020
AdderNet: Do We Really Need Multiplications in Deep Learning? Hanting Chen Yunhe Wang Chunjing Xu Boxin Shi Chao Xu Qi Tian Chang Xu 145 203 0 31 Dec 2019
RC-DARTS: Resource Constrained Differentiable Architecture Search Xiaojie Jin Jiang Wang Joshua Slocum Ming-Hsuan Yang Shengyang Dai Shuicheng Yan Jiashi Feng 60 31 0 30 Dec 2019
Mixed-Precision Quantized Neural Network with Progressively Decreasing Bitwidth For Image Classification and Object Detection Tianshu Chu Qin Luo Jie Yang Xiaolin Huang MQ 40 6 0 29 Dec 2019
TBC-Net: A real-time detector for infrared small target detection using semantic constraint Mingxin Zhao Li Cheng Xu Yang P. Feng Liyuan Liu N. Wu 70 59 0 27 Dec 2019
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild Xin Chen Lingxi Xie Jun Wu Qi Tian 137 96 0 23 Dec 2019
$\emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks$ \emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks Bo Jiang Zitai Zhou Tianlin Li Jin Tang Bin Luo GAN 151 75 0 21 Dec 2019