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"

50 / 1,387 papers shown

Title
Domain-Aware Dynamic Networks Tianyuan Zhang Bichen Wu Xin Wang Joseph E. Gonzalez Kurt Keutzer 14 6 0 26 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search Xukai Xie Yuan Zhou S. Kung 11 34 0 24 Nov 2019
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder Hyojin Park Lars Lowe Sjösund Y. Yoo Nicolas Monet Jihwan Bang Nojun Kwak SSeg 14 23 0 20 Nov 2019
Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition Bing Xu Andrew Tulloch Yunpeng Chen Xiaomeng Yang Lin Qiao 8 4 0 19 Nov 2019
Preparing Lessons: Improve Knowledge Distillation with Better Supervision Tiancheng Wen Shenqi Lai Xueming Qian 23 67 0 18 Nov 2019
Granular Motor State Monitoring of Free Living Parkinson's Disease Patients via Deep Learning K. Yuksel Jann Goschenhofer H. V. Varma U. Fietzek Franz MJ Pfister OOD 9 0 0 15 Nov 2019
Learning To Characterize Adversarial Subspaces Xiaofeng Mao YueFeng Chen Yuhong Li Yuan He Hui Xue AAML 19 11 0 15 Nov 2019
Understanding the Disharmony between Weight Normalization Family and Weight Decay: $ε-$ shifted $L_2$ Regularizer Li Xiang Chen Shuo Xia Yan Yang Jian 24 2 0 14 Nov 2019
Deep geometric knowledge distillation with graphs Carlos Lassance Myriam Bontonou G. B. Hacene Vincent Gripon Jian Tang Antonio Ortega 14 39 0 08 Nov 2019
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results Kai Zhang Shuhang Gu Radu Timofte Zheng Hui Xiumei Wang ... Y. Niu Peijin Zhuo Xiangzhen Kong Long Sun Wenhao Wang SupR 28 53 0 04 Nov 2019
FDDWNet: A Lightweight Convolutional Neural Network for Real-time Sementic Segmentation Jia-Wei Liu Quan Zhou Yong Qiang B. Kang Xiaofu Wu B. Zheng SSeg 20 49 0 02 Nov 2019
Progressive Compressed Records: Taking a Byte out of Deep Learning Data Michael Kuchnik George Amvrosiadis Virginia Smith 11 9 0 01 Nov 2019
Comb Convolution for Efficient Convolutional Architecture Dandan Li Yuan Zhou Shuwei Huo S. Kung 6 0 0 01 Nov 2019
Multi-scale Octave Convolutions for Robust Speech Recognition Joanna Rownicka P. Bell Steve Renals 6 16 0 31 Oct 2019
LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks Jonathan Ephrath Moshe Eliasof Lars Ruthotto E. Haber Eran Treister 29 16 0 29 Oct 2019
Layer Pruning for Accelerating Very Deep Neural Networks Weiwei Zhang Changsheng Chen Xuechun Wu Jialin Gao Di Bao Jiwei Li Xi Zhou 3DPC 13 0 0 28 Oct 2019
Cross-Channel Intragroup Sparsity Neural Network Zhilin Yu Chao Wang Xin Wang Qing Wu Yong Zhao Xundong Wu 12 1 0 26 Oct 2019
LPRNet: Lightweight Deep Network by Low-rank Pointwise Residual Convolution Bin Sun Jun Li Ming Shao Y. Fu CVBM 17 5 0 25 Oct 2019
Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters Kaifeng Bi Changping Hu Lingxi Xie Xin Chen Longhui Wei Qi Tian 20 50 0 25 Oct 2019
Fast Hardware-Aware Neural Architecture Search Li Lyna Zhang Yuqing Yang Yuhang Jiang Wenwu Zhu Yunxin Liu 3DV 12 22 0 25 Oct 2019
Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments Zhen-Liang Ni Guibin Bian Z. Hou Xiao-Hu Zhou Xiaoliang Xie Zhen Li 19 49 0 24 Oct 2019
Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch Kaiyang Zhou Tao Xiang 19 116 0 22 Oct 2019
Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks Yihui He Jianing Qian Jianren Wang Cindy X. Le Congrui Hetang Qi Lyu Wenping Wang Tianwei Yue 34 11 0 21 Oct 2019
Self-Adaptive Network Pruning Jinting Chen Zhaocheng Zhu Chengwei Li Yuming Zhao 3DPC 20 21 0 20 Oct 2019
Compact Network Training for Person ReID Hussam Lawen Avi Ben-Cohen M. Protter Itamar Friedman Lihi Zelnik-Manor VOT 9 10 0 15 Oct 2019
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis Xihui Liu Guojun Yin Jing Shao Xiaogang Wang Hongsheng Li 32 204 0 15 Oct 2019
Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey Bin Qian Jie Su Z. Wen D. N. Jha Yinhao Li ... Albert Y. Zomaya Omer F. Rana Lizhe Wang Maciej Koutny R. Ranjan 10 4 0 11 Oct 2019
VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition Mengjia Yan Mengao Zhao Zining Xu Qian Zhang Guoli Wang Zhizhong Su CVBM 14 91 0 11 Oct 2019
DiabDeep: Pervasive Diabetes Diagnosis based on Wearable Medical Sensors and Efficient Neural Networks Hongxu Yin Bilal Mukadam Xiaoliang Dai N. Jha 20 47 0 11 Oct 2019
Differentiable Sparsification for Deep Neural Networks Yognjin Lee 12 7 0 08 Oct 2019
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Qilong Wang Banggu Wu Peng Fei Zhu P. Li W. Zuo Q. Hu 21 3,879 0 08 Oct 2019
EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge Computing Shunzhi Yang Zheng Gong Kai Ye Yungen Wei Zheng Huang Zhenhua Huang 10 12 0 30 Sep 2019
Training convolutional neural networks with cheap convolutions and online distillation Jiao Xie Shaohui Lin Yichen Zhang Linkai Luo 11 12 0 28 Sep 2019
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution Taojiannan Yang Sijie Zhu C. L. P. Chen Shen Yan Mi Zhang Andrew Willis OOD 17 74 0 27 Sep 2019
Revisiting Knowledge Distillation via Label Smoothing Regularization Li-xin Yuan Francis E. H. Tay Guilin Li Tao Wang Jiashi Feng 17 90 0 25 Sep 2019
Efficient Residual Dense Block Search for Image Super-Resolution Dehua Song Chang Xu Xu Jia Yiyi Chen Chunjing Xu Yunhe Wang SupR 22 130 0 25 Sep 2019
FALCON: Lightweight and Accurate Convolution Jun-Gi Jang Chun Quan Hyun Dong Lee U. Kang 4 1 0 25 Sep 2019
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 11 7 0 23 Sep 2019
FlatteNet: A Simple Versatile Framework for Dense Pixelwise Prediction Xin Cai Yifei Pu 19 5 0 22 Sep 2019
Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model Huiyu Zeng Lida Li Zisheng Cao Lei Zhang 19 36 0 18 Sep 2019
Memory-Efficient Hierarchical Neural Architecture Search for Image Denoising Haokui Zhang Ying Li Hao Chen Chunhua Shen AI4CE 16 57 0 18 Sep 2019
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks Zhonghui You Kun Yan Jinmian Ye Meng Ma Ping Wang 3DPC 13 246 0 18 Sep 2019
MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation Tianchen Wang Jinjun Xiong Xiaowei Xu Meng-Long Jiang Yiyu Shi Haiyun Yuan Meiping Huang Jian Zhuang 9 36 0 15 Sep 2019
DARTS+: Improved Differentiable Architecture Search with Early Stopping Hanwen Liang Shifeng Zhang Jiacheng Sun Xingqiu He Weiran Huang Kechen Zhuang Zhenguo Li 9 287 0 13 Sep 2019
CARS: Continuous Evolution for Efficient Neural Architecture Search Zhaohui Yang Yunhe Wang Xinghao Chen Boxin Shi Chao Xu Chunjing Xu Qi Tian Chang Xu 13 223 0 11 Sep 2019
Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum Yosuke Shinya E. Simo-Serra Taiji Suzuki 19 12 0 09 Sep 2019
The Disruptions of 5G on Data-driven Technologies and Applications Dumitrel Loghin Shaofeng Cai Gang Chen Tien Tuan Anh Dinh Feiyi Fan ... Wei Wang Xiaokui Xiao Yang Yang Meihui Zhang Zhonghua Zhang 15 64 0 06 Sep 2019
Linear Context Transform Block D. Ruan Jun Wen Nenggan Zheng Min Zheng ViT 19 22 0 06 Sep 2019
EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators Lukas Cavigelli Georg Rutishauser Luca Benini MQ 6 34 0 30 Aug 2019
Mobile Video Action Recognition Yuqi Huo Xiaoli Xu Yao Lu Yulei Niu Zhiwu Lu Ji-Rong Wen 17 14 0 27 Aug 2019