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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"

50 / 1,495 papers shown

Title
Exploring Randomly Wired Neural Networks for Image Recognition Saining Xie Alexander Kirillov Ross B. Girshick Kaiming He 87 365 0 02 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 Sun 185 941 0 31 Mar 2019
Fully Learnable Group Convolution for Acceleration of Deep Neural Networks Xijun Wang Meina Kan Shiguang Shan Xilin Chen 72 71 0 31 Mar 2019
ESFNet: Efficient Network for Building Extraction from High-Resolution Aerial Images Jingbo Lin Weipeng Jing Houbing Song Guangsheng Chen 69 47 0 29 Mar 2019
ThunderNet: Towards Real-time Generic Object Detection Zheng Qin Zeming Li Zhaoning Zhang Yiping Bao Gang Yu Yuxing Peng Jian Sun ObjD 65 256 0 28 Mar 2019
AutoSlim: Towards One-Shot Architecture Search for Channel Numbers Jiahui Yu Thomas Huang 79 56 0 27 Mar 2019
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning Zechun Liu Haoyuan Mu Xiangyu Zhang Zichao Guo Xin Yang K. Cheng Jian Sun 104 564 0 25 Mar 2019
Looking Fast and Slow: Memory-Guided Mobile Video Object Detection Mason Liu Menglong Zhu Marie White Yinxiao Li Dmitry Kalenichenko 84 83 0 25 Mar 2019
Towards Optimal Structured CNN Pruning via Generative Adversarial Learning Shaohui Lin Rongrong Ji Chenqian Yan Baochang Zhang Liujuan Cao QiXiang Ye Feiyue Huang David Doermann CVBM 58 510 0 22 Mar 2019
DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection Zhanchao Huang Jianlin Wang Xuesong Fu Tao Yu Yongqi Guo Rutong Wang ObjD 58 311 0 20 Mar 2019
In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images Marin Orsic Ivan Kreso Petra Bevandić Sinisa Segvic SSeg 68 343 0 20 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 49 69 0 20 Mar 2019
A Matrix-in-matrix Neural Network for Image Super Resolution Hailong Ma Xiangxiang Chu Bo Zhang Shaohua Wan Bo Zhang SupR 62 7 0 19 Mar 2019
AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design A. Wong Z. Q. Lin Brendan Chwyl HAI 54 14 0 18 Mar 2019
Selective Kernel Networks Xiang Li Wenhai Wang Xiaolin Hu Jian Yang 102 2,061 0 15 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 63 81 0 13 Mar 2019
Universally Slimmable Networks and Improved Training Techniques Jiahui Yu Thomas Huang 92 389 0 12 Mar 2019
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 125 585 0 11 Mar 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs Pravendra Singh Vinay Kumar Verma Piyush Rai Vinay P. Namboodiri 82 97 0 11 Mar 2019
Realtime Rooftop Landing Site Identification and Selection in Urban City Simulation J. Castagno Yu Yao E. Atkins 26 3 0 09 Mar 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax Wenqi Shao Jiamin Ren Jingyu Li Ruimao Zhang Yudian Li Xiaogang Wang Ping Luo 69 56 0 09 Mar 2019
Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search Xuzhao Li Yiming Zhou Zheng Pan Jiashi Feng 3DV 72 158 0 09 Mar 2019
RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion Jie Li Yu Liu Dong Gong Javen Qinfeng Shi Xia Yuan Chunxia Zhao Ian Reid 3DPC 57 84 0 02 Mar 2019
PFLD: A Practical Facial Landmark Detector Xiaojie Guo Siyuan Li Jinke Yu Jiawan Zhang Jiayi Ma Lin Ma Wen Liu Haibin Ling ObjD 3DH CVBM 90 152 0 28 Feb 2019
Cluster Regularized Quantization for Deep Networks Compression Yiming Hu Jianquan Li Xianlei Long Shenhua Hu Jiagang Zhu Xingang Wang Qingyi Gu MQ 38 6 0 27 Feb 2019
An efficient solution for semantic segmentation: ShuffleNet V2 with atrous separable convolutions Sercan Turkmen J. Heikkilä SSeg 48 23 0 20 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 92 1,455 0 16 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 66 107 0 15 Feb 2019
Probabilistic Neural Architecture Search F. P. Casale Jonathan Gordon Nicolò Fusi TPM 72 77 0 13 Feb 2019
Model Compression with Adversarial Robustness: A Unified Optimization Framework Shupeng Gui Haotao Wang Chen Yu Haichuan Yang Zhangyang Wang Ji Liu MQ 79 139 0 10 Feb 2019
FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary Yingzhen Yang Jiahui Yu Nebojsa Jojic Jun Huan Thomas S. Huang 55 17 0 08 Feb 2019
Self-Binarizing Networks Fayez Lahoud R. Achanta Pablo Márquez-Neila Sabine Süsstrunk MQ 72 23 0 02 Feb 2019
Learnable Embedding Space for Efficient Neural Architecture Compression Shengcao Cao Xiaofang Wang Kris Kitani 89 43 0 01 Feb 2019
Convolutional Neural Networks with Layer Reuse Okan Kopuklu M. Babaee S. Hörmann Gerhard Rigoll 47 17 0 28 Jan 2019
Deep Reasoning with Multi-Scale Context for Salient Object Detection Zun Li Congyan Lang Yunpeng Chen Jun Hao Liew Jiashi Feng ObjD 78 14 0 24 Jan 2019
Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning Shaohui Lin Rongrong Ji Yuchao Li Cheng Deng Xuelong Li 107 69 0 23 Jan 2019
Machine Learning with Clos Networks Timothy Whithing Thiam Khean Hah 11 0 0 18 Jan 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 173 2,321 0 17 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 91 24 0 17 Jan 2019
CodeX: Bit-Flexible Encoding for Streaming-based FPGA Acceleration of DNNs Mohammad Samragh Mojan Javaheripi F. Koushanfar 54 11 0 17 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 101 141 0 10 Jan 2019
DSConv: Efficient Convolution Operator Marcelo Gennari Roger Fawcett V. Prisacariu MQ 48 68 0 07 Jan 2019
Learning Efficient Detector with Semi-supervised Adaptive Distillation Shitao Tang Xue Jiang Wenqi Shao Zhanghui Kuang Wayne Zhang Yimin Chen 80 20 0 02 Jan 2019
Exploring Weight Symmetry in Deep Neural Networks S. Hu Sergey Zagoruyko N. Komodakis 51 33 0 28 Dec 2018
Application-driven Privacy-preserving Data Publishing with Correlated Attributes A. Rezaei Chaowei Xiao Jie Gao Yue Liu Sirajum Munir 48 14 0 26 Dec 2018
SNAS: Stochastic Neural Architecture Search Sirui Xie Hehui Zheng Chunxiao Liu Liang Lin 102 940 0 24 Dec 2018
Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition Zirui Wang Jun Du Jiaming Wang 57 55 0 24 Dec 2018
ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation Xiaoliang Dai Peizhao Zhang Bichen Wu Hongxu Yin Fei Sun ... Yiming Wu Yangqing Jia Peter Vajda M. Uyttendaele N. Jha 94 275 0 21 Dec 2018
Slimmable Neural Networks Jiahui Yu L. Yang N. Xu Jianchao Yang Thomas Huang 95 559 0 21 Dec 2018
Learning Student Networks via Feature Embedding Hanting Chen Yunhe Wang Chang Xu Chao Xu Dacheng Tao 71 96 0 17 Dec 2018