ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design

30 July 2018

Xiangyu Zhang

Papers citing "ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design"

37 / 1,387 papers shown

Title
A Simple Method to Reduce Off-chip Memory Accesses on Convolutional Neural Networks Doyun Kim Kyoung-Young Kim Sangsoo Ko Sanghyuck Ha 11 5 0 28 Jan 2019
AutoShuffleNet: Learning Permutation Matrices via an Exact Lipschitz Continuous Penalty in Deep Convolutional Neural Networks J. Lyu Shuai Zhang Y. Qi Jack Xin 12 27 0 24 Jan 2019
Deep Reasoning with Multi-Scale Context for Salient Object Detection Zun Li Congyan Lang Yunpeng Chen Jun Hao Liew Jiashi Feng ObjD 9 14 0 24 Jan 2019
Channel Locality Block: A Variant of Squeeze-and-Excitation Huayu Li 14 8 0 06 Jan 2019
Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search Xiangxiang Chu Bo Zhang Ruijun Xu Hailong Ma 23 98 0 04 Jan 2019
SNAS: Stochastic Neural Architecture Search Sirui Xie Hehui Zheng Chunxiao Liu Liang Lin 6 931 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 11 272 0 21 Dec 2018
DAC: Data-free Automatic Acceleration of Convolutional Networks Xin Li Shuai Zhang Bolan Jiang Y. Qi Mooi Choo Choo Chuah N. Bi 19 7 0 20 Dec 2018
Learning Student Networks via Feature Embedding Hanting Chen Yunhe Wang Chang Xu Chao Xu Dacheng Tao 11 94 0 17 Dec 2018
IRLAS: Inverse Reinforcement Learning for Architecture Search Minghao Guo Zhaobai Zhong Wei Yu Wu Dahua Lin Junjie Yan 3DV 37 37 0 13 Dec 2018
Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression Yuchao Li Shaohui Lin Baochang Zhang Jianzhuang Liu David Doermann Yongjian Wu Feiyue Huang R. Ji 34 130 0 11 Dec 2018
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search Bichen Wu Xiaoliang Dai Peizhao Zhang Yanghan Wang Fei Sun Yiming Wu Yuandong Tian Peter Vajda Yangqing Jia Kurt Keutzer MQ 14 1,289 0 09 Dec 2018
ShuffleNASNets: Efficient CNN models through modified Efficient Neural Architecture Search Kevin Laube A. Zell UQCV 11 10 0 07 Dec 2018
Fast and Accurate Person Re-Identification with RMNet Evgeny Izutov 3DH 18 6 0 06 Dec 2018
Trained Rank Pruning for Efficient Deep Neural Networks Yuhui Xu Yuxi Li Shuai Zhang W. Wen Botao Wang Y. Qi Yiran Chen Weiyao Lin H. Xiong AAML 20 42 0 06 Dec 2018
DSNet for Real-Time Driving Scene Semantic Segmentation Wenfu Wang Zhijie Pan SSeg 21 14 0 06 Dec 2018
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 221 1,399 0 04 Dec 2018
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Han Cai Ligeng Zhu Song Han 14 1,859 0 02 Dec 2018
WaveletNet: Logarithmic Scale Efficient Convolutional Neural Networks for Edge Devices Li Jing Rumen Dangovski Marin Soljacic 9 1 0 28 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 15 392 0 28 Nov 2018
ExpandNets: Linear Over-parameterization to Train Compact Convolutional Networks Shuxuan Guo J. Álvarez Mathieu Salzmann 13 77 0 26 Nov 2018
InstaNAS: Instance-aware Neural Architecture Search A. Cheng Chieh Hubert Lin Da-Cheng Juan Wei Wei Min Sun 22 46 0 26 Nov 2018
A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization Bowen Cheng Yunchao Wei Jiahui Yu Shiyu Chang Jinjun Xiong Wen-mei W. Hwu Thomas S. Huang Humphrey Shi OOD VLM 24 6 0 23 Nov 2018
Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs Chaoyun Zhang Rui Li Woojin Kim Daesub Yoon P. Patras 26 49 0 22 Nov 2018
Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs Yifan Yang Qijing Huang Bichen Wu Tianjun Zhang Liang Ma ... Michaela Blott Luciano Lavagno K. Vissers J. Wawrzynek Kurt Keutzer 11 113 0 21 Nov 2018
Structured Pruning for Efficient ConvNets via Incremental Regularization Huan Wang Qiming Zhang Yuehai Wang Haoji Hu 3DPC 38 45 0 20 Nov 2018
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization Xinbang Zhang Zehao Huang Naiyan Wang 17 93 0 05 Nov 2018
$A^2$ -Nets: Double Attention Networks Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng 16 529 0 27 Oct 2018
K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning Pramod Kaushik Mudrakarta Mark Sandler A. Zhmoginov Andrew G. Howard 6 67 0 25 Oct 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 21 599 0 04 Sep 2018
Efficient Fusion of Sparse and Complementary Convolutions Chun-Fu Chen Quanfu Fan Marco Pistoia G. Lee 11 0 0 07 Aug 2018
Reinforced Evolutionary Neural Architecture Search Yukang Chen Gaofeng Meng Qian Zhang Shiming Xiang Chang Huang Lisen Mu Xinggang Wang 23 20 0 01 Aug 2018
MnasNet: Platform-Aware Neural Architecture Search for Mobile Mingxing Tan Bo Chen Ruoming Pang Vijay Vasudevan Mark Sandler Andrew G. Howard Quoc V. Le MQ 31 2,980 0 31 Jul 2018
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition Chun-Fu Chen Quanfu Fan Neil Rohit Mallinar Tom Sercu Rogerio Feris 17 96 0 10 Jul 2018
Between Progress and Potential Impact of AI: the Neglected Dimensions Fernando Martínez-Plumed S. Avin Miles Brundage Allan Dafoe Seán Ó hÉigeartaigh José Hernández Orallo 28 3 0 02 Jun 2018
Deep Residual Networks with a Fully Connected Recon-struction Layer for Single Image Super-Resolution Yongliang Tang W. Gong Zhenghao Li Weihong Li SupR 4 9 0 24 May 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016