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"

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Title
Once-for-All: Train One Network and Specialize it for Efficient Deployment Han Cai Chuang Gan Tianzhe Wang Zhekai Zhang Song Han OOD 15 1,257 0 26 Aug 2019
SeesawFaceNets: sparse and robust face verification model for mobile platform Jintao Zhang 3DH CVBM 22 9 0 24 Aug 2019
MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors Royson Lee Stylianos I. Venieris L. Dudziak S. Bhattacharya Nicholas D. Lane SupR 19 95 0 21 Aug 2019
Efficient Deep Neural Networks Bichen Wu 20 12 0 20 Aug 2019
A Kings Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian Approximation Amir Atapour-Abarghouei Stephen Bonner A. Mcgough 12 7 0 19 Aug 2019
Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data Johannes Czech Moritz Willig Alena Beyer Kristian Kersting Johannes Furnkranz 8 17 0 19 Aug 2019
Improved Techniques for Training Adaptive Deep Networks Hao Li Hong Zhang Xiaojuan Qi Ruigang Yang Gao Huang 14 132 0 17 Aug 2019
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks Zhaoyang Zhang Jingyu Li Wenqi Shao Zhanglin Peng Ruimao Zhang Xiaogang Wang Ping Luo 11 37 0 16 Aug 2019
HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions Duo Li Aojun Zhou Anbang Yao 13 39 0 11 Aug 2019
Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Tianchi Huang Chao Zhou Ruixiao Zhang Chenglei Wu Xin Yao Lifeng Sun 13 90 0 06 Aug 2019
Full-Stack Filters to Build Minimum Viable CNNs Kai Han Yunhe Wang Yixing Xu Chunjing Xu Dacheng Tao Chang Xu MQ 18 3 0 06 Aug 2019
Greedy AutoAugment Alireza Naghizadeh Mohammadsajad Abavisani Dimitris N. Metaxas 11 15 0 02 Aug 2019
MoBiNet: A Mobile Binary Network for Image Classification Hai T. Phan Dang T. Huynh Yihui He Marios Savvides Zhiqiang Shen MQ 28 48 0 29 Jul 2019
Interlaced Sparse Self-Attention for Semantic Segmentation Lang Huang Yuhui Yuan Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 9 154 0 29 Jul 2019
Similarity-Preserving Knowledge Distillation Frederick Tung Greg Mori 39 957 0 23 Jul 2019
MixConv: Mixed Depthwise Convolutional Kernels Mingxing Tan Quoc V. Le 27 374 0 22 Jul 2019
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 29 1,101 0 22 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 22 4 0 16 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 22 603 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 29 149 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 11 22 0 12 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Yujun Lin Song Han 3DPC 17 659 0 08 Jul 2019
EPNAS: Efficient Progressive Neural Architecture Search Yanqi Zhou Peng Wang Sercan Ö. Arik Haonan Yu Syed Zawad Feng Yan G. Diamos 11 5 0 07 Jul 2019
The Indirect Convolution Algorithm Marat Dukhan 9 42 0 03 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 16 168 0 01 Jul 2019
Accelerating Large-Kernel Convolution Using Summed-Area Tables Linguang Zhang Maciej Halber Szymon Rusinkiewicz 8 9 0 26 Jun 2019
New pointwise convolution in Deep Neural Networks through Extremely Fast and Non Parametric Transforms Joonhyun Jeong Sung-Ho Bae 37 1 0 25 Jun 2019
Channel-by-Channel Demosaicking Networks with Embedded Spectral Correlation Niu Yan Jihong Ouyang 19 4 0 24 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 8 58 0 20 Jun 2019
GAN-Knowledge Distillation for one-stage Object Detection Wanwei Wang Jin ke Yu Fan Zong ObjD 14 28 0 20 Jun 2019
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training William Harvey Michael Teng Frank D. Wood 18 4 0 13 Jun 2019
Visual Wake Words Dataset Aakanksha Chowdhery Pete Warden Jonathon Shlens Andrew G. Howard Rocky Rhodes VLM 11 98 0 12 Jun 2019
DeepSquare: Boosting the Learning Power of Deep Convolutional Neural Networks with Elementwise Square Operators Sheng-Wei Chen Xu Wang Chao Chen Yifan Lu Xijin Zhang Linfu Wen 16 2 0 12 Jun 2019
DiCENet: Dimension-wise Convolutions for Efficient Networks Sachin Mehta Hannaneh Hajishirzi Mohammad Rastegari 23 43 0 08 Jun 2019
Butterfly Transform: An Efficient FFT Based Neural Architecture Design Keivan Alizadeh-Vahid Anish K. Prabhu Ali Farhadi Mohammad Rastegari 22 50 0 05 Jun 2019
Deeply-supervised Knowledge Synergy Dawei Sun Anbang Yao Aojun Zhou Hao Zhao 10 63 0 03 Jun 2019
Discovering Neural Wirings Mitchell Wortsman Ali Farhadi Mohammad Rastegari AI4CE 6 119 0 03 Jun 2019
Efficient Neural Architecture Search via Proximal Iterations Quanming Yao Ju Xu Wei-Wei Tu Zhanxing Zhu 17 104 0 30 May 2019
Memory-Driven Mixed Low Precision Quantization For Enabling Deep Network Inference On Microcontrollers Manuele Rusci Alessandro Capotondi Luca Benini MQ 9 74 0 30 May 2019
Super Interaction Neural Network Yang Yao Xu Zhang Baile Xu F. Shen Jian Zhao 11 0 0 29 May 2019
Attention Based Pruning for Shift Networks G. B. Hacene Carlos Lassance Vincent Gripon Matthieu Courbariaux Yoshua Bengio 25 25 0 29 May 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 11 17,721 0 28 May 2019
DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning Xiawu Zheng Chenyi Yang Shaokun Zhang Yan Wang Baochang Zhang Yongjian Wu Yunsheng Wu Ling Shao Rongrong Ji 24 21 0 28 May 2019
Incremental Learning Using a Grow-and-Prune Paradigm with Efficient Neural Networks Xiaoliang Dai Hongxu Yin N. Jha 19 31 0 27 May 2019
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks Xiang Li Xiaolin Hu Jian Yang 19 193 0 23 May 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 19 33 0 21 May 2019
Multinomial Distribution Learning for Effective Neural Architecture Search Xiawu Zheng R. Ji Lang Tang Baochang Zhang Jianzhuang Liu Q. Tian 15 88 0 18 May 2019
EmBench: Quantifying Performance Variations of Deep Neural Networks across Modern Commodity Devices Mario Almeida Stefanos Laskaridis Ilias Leontiadis Stylianos I. Venieris Nicholas D. Lane 11 73 0 17 May 2019
EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis Chaoqi Wang Roger C. Grosse Sanja Fidler Guodong Zhang 16 121 0 15 May 2019
Dynamic Routing Networks Shaofeng Cai Yao Shu Wei Wang Beng Chin Ooi 15 3 0 13 May 2019