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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
Wearable Travel Aid for Environment Perception and Navigation of Visually Impaired People Jinqiang Bai Zhaoxiang Liu Yimin Lin Ye Li Kai Wang Dijun Liu 39 82 0 30 Apr 2019
Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation Xin Chen Lingxi Xie Jun Wu Qi Tian AI4TS MQ 91 667 0 29 Apr 2019
HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision Zhen Dong Z. Yao A. Gholami Michael W. Mahoney Kurt Keutzer MQ 97 530 0 29 Apr 2019
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond Yue Cao Jiarui Xu Stephen Lin Fangyun Wei Han Hu ISeg 144 1,582 0 25 Apr 2019
Inner-Imaging Networks: Put Lenses into Convolutional Structure Yang Hu Guihua Wen Mingnan Luo Dan Dai Wenming Cao Zhiwen Yu Wendy Hall 33 2 0 22 Apr 2019
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection Youngwan Lee Joong-won Hwang Sangrok Lee Yuseok Bae Jongyoul Park PINN ObjD 76 373 0 22 Apr 2019
Knowledge Distillation via Route Constrained Optimization Xiao Jin Baoyun Peng Yichao Wu Yu Liu Jiaheng Liu Ding Liang Junjie Yan Xiaolin Hu 90 172 0 19 Apr 2019
SCANN: Synthesis of Compact and Accurate Neural Networks Shayan Hassantabar Zeyu Wang N. Jha 45 38 0 19 Apr 2019
CornerNet-Lite: Efficient Keypoint Based Object Detection Hei Law Yun Teng Olga Russakovsky Jia Deng 92 175 0 18 Apr 2019
Matrix and tensor decompositions for training binary neural networks Adrian Bulat Jean Kossaifi Georgios Tzimiropoulos Maja Pantic MQ 35 8 0 16 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 47 10 0 15 Apr 2019
LeanResNet: A Low-cost Yet Effective Convolutional Residual Networks Jonathan Ephrath Lars Ruthotto E. Haber Eran Treister 41 4 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 132 514 0 13 Apr 2019
Knowledge Squeezed Adversarial Network Compression Changyong Shu Li Peng Xie Yuan Yanyun Qu Longquan Dai Lizhuang Ma GAN 75 11 0 10 Apr 2019
C3AE: Exploring the Limits of Compact Model for Age Estimation Chao Zhang Shuaicheng Liu Xun Xu Ce Zhu 77 81 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 111 565 0 10 Apr 2019
Intra-Ensemble in Neural Networks Yuan Gao Zixiang Cai Chen Sun FedML UQCV 47 5 0 09 Apr 2019
SCSampler: Sampling Salient Clips from Video for Efficient Action Recognition Bruno Korbar Du Tran Lorenzo Torresani 80 225 0 08 Apr 2019
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help? Yunyang Xiong Ronak R. Mehta Vikas Singh 99 33 0 08 Apr 2019
ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification Yunyang Xiong Hyunwoo Kim Varsha Hedau 101 19 0 07 Apr 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 121 1,002 0 07 Apr 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman 3DPC 87 78 0 06 Apr 2019
Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling Jiancheng Yang Qiang Zhang Bingbing Ni Linguo Li Jinxian Liu Mengdie Zhou Qi Tian 3DPC 95 382 0 06 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 91 150 0 06 Apr 2019
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours Dimitrios Stamoulis Ruizhou Ding Di Wang Dimitrios Lymberopoulos B. Priyantha Jie Liu Diana Marculescu 90 285 0 05 Apr 2019
Video Classification with Channel-Separated Convolutional Networks Du Tran Heng Wang Lorenzo Torresani Matt Feiszli 3DV 146 591 0 04 Apr 2019
Resource Efficient 3D Convolutional Neural Networks Okan Kopuklu Neslihan Köse Ahmet Gunduz Gerhard Rigoll 69 191 0 04 Apr 2019
Towards a Robust Aerial Cinematography Platform: Localizing and Tracking Moving Targets in Unstructured Environments Rogerio Bonatti Cherie Ho Wenshan Wang Sanjiban Choudhury Sebastian Scherer 83 81 0 04 Apr 2019
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints Shaofeng Cai Gang Chen Beng Chin Ooi Jinyang Gao 147 19 0 03 Apr 2019
Correlation Congruence for Knowledge Distillation Baoyun Peng Xiao Jin Jiaheng Liu Shunfeng Zhou Yichao Wu Yu Liu Dongsheng Li Zhaoning Zhang 100 515 0 03 Apr 2019
Exploring Randomly Wired Neural Networks for Image Recognition Saining Xie Alexander Kirillov Ross B. Girshick Kaiming He 93 365 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 194 941 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 71 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
Efficiently utilizing complex-valued PolSAR image data via a multi-task deep learning framework Lamei Zhang Hongwei Dong B. Zou 37 27 0 24 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 65 312 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 70 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 57 14 0 18 Mar 2019
Selective Kernel Networks Xiang Li Wenhai Wang Xiaolin Hu Jian Yang 109 2,062 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 99 389 0 12 Mar 2019
Accuracy Booster: Performance Boosting using Feature Map Re-calibration Pravendra Singh Pratik Mazumder Vinay P. Namboodiri 44 16 0 11 Mar 2019
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 128 586 0 11 Mar 2019