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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
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective Helong Zhou Liangchen Song Jiajie Chen Ye Zhou Guoli Wang Junsong Yuan Qian Zhang 87 176 0 01 Feb 2021
SA-Net: Shuffle Attention for Deep Convolutional Neural Networks Qing-Long Zhang AI4TS 59 546 0 30 Jan 2021
Self-supervised Cross-silo Federated Neural Architecture Search Xinle Liang Yang Liu Jiahuan Luo Yuanqin He Tianjian Chen Qiang Yang FedML 151 18 0 28 Jan 2021
Multi-Modal Aesthetic Assessment for MObile Gaming Image Zhenyu Lei Yejing Xie Suiyi Ling Andréas Pastor Junle Wang P. Le Callet 17 6 0 27 Jan 2021
Subjective and Objective Quality Assessment of Mobile Gaming Video Shaoguo Wen Suiyi Ling Junle Wang Ximing Chen Lizhi Fang Yanqing Jing P. Le Callet 41 16 0 27 Jan 2021
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution Ying Nie Kai Han Zhenhua Liu Chunjing Xu Yunhe Wang OOD 114 24 0 21 Jan 2021
A Lightweight Structure Aimed to Utilize Spatial Correlation for Sparse-View CT Reconstruction Yitong Liu Ken Deng Chang Sun Hongwen Yang 79 6 0 19 Jan 2021
Multi-objective Search of Robust Neural Architectures against Multiple Types of Adversarial Attacks Jia-Wei Liu Yaochu Jin AAML OOD 75 37 0 16 Jan 2021
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes Yuanduo Hong Huihui Pan Weichao Sun Yisong Jia SSeg 239 271 0 15 Jan 2021
Dynamic Normalization Chuan Liu Yi Gao Jiancheng Lv 28 1 0 15 Jan 2021
Fast Facial Landmark Detection and Applications: A Survey K. Khabarlak L. Koriashkina CVBM 3DH 100 61 0 12 Jan 2021
RepVGG: Making VGG-style ConvNets Great Again Xiaohan Ding Xinming Zhang Ningning Ma Jungong Han Guiguang Ding Jian Sun 310 1,627 0 11 Jan 2021
RethNet: Object-by-Object Learning for Detecting Facial Skin Problems Shohrukh Bekmirzaev Seoyoung Oh Sang-Ah Yoo 46 2 0 06 Jan 2021
DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions Yuke Wang Boyuan Feng Yufei Ding 61 9 0 04 Jan 2021
RegNet: Self-Regulated Network for Image Classification Jing Xu Yu Pan Xinglin Pan Guosheng Lin Zhang Yi Zenglin Xu 73 133 0 03 Jan 2021
I/O Lower Bounds for Auto-tuning of Convolutions in CNNs Xiaoyang Zhang Junmin Xiao Guangming Tan 55 9 0 31 Dec 2020
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps Tri Dao N. Sohoni Albert Gu Matthew Eichhorn Amit Blonder Megan Leszczynski Atri Rudra Christopher Ré 90 49 0 29 Dec 2020
Real-Time Facial Expression Emoji Masking with Convolutional Neural Networks and Homography Qinchen Wang Sixuan Wu Tingfeng Xia 3DH CVBM 41 1 0 24 Dec 2020
Global Context Networks Yue Cao Jiarui Xu Stephen Lin Fangyun Wei Han Hu ISeg 122 99 0 24 Dec 2020
MobileSal: Extremely Efficient RGB-D Salient Object Detection Yu-Huan Wu Yun-Hai Liu Jun Xu Jiawang Bian Yuchao Gu Ming-Ming Cheng 131 108 0 24 Dec 2020
Low-latency Perception in Off-Road Dynamical Low Visibility Environments Nelson Alves Ferreira Neto Marco Ruiz M. Reis Tiago Cajahyba David F. N. Oliveira Ana Barreto Eduardo F. Simas Filho Wagner Luiz Alves de Oliveira L. Schnitman Roberto L. S. Monteiro 29 10 0 23 Dec 2020
Learning by Self-Explanation, with Application to Neural Architecture Search Ramtin Hosseini P. Xie 79 5 0 23 Dec 2020
Small-Group Learning, with Application to Neural Architecture Search Xuefeng Du P. Xie 48 3 0 23 Dec 2020
FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations Yichi Zhang Junhao Pan Xinheng Liu Hongzheng Chen Deming Chen Zhiru Zhang MQ 107 95 0 22 Dec 2020
Fusing CNNs and statistical indicators to improve image classification Javier Huertas-Tato Alejandro Martín Julián Fierrez David Camacho 87 37 0 20 Dec 2020
Augmentation Inside the Network Maciej Sypetkowski Jakub Jasiulewicz Z. Wojna OOD 32 2 0 19 Dec 2020
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers Romil Bhardwaj Zhengxu Xia Ganesh Ananthanarayanan Junchen Jiang Nikolaos Karianakis Yuanchao Shu Kevin Hsieh P. Bahl Ion Stoica 79 169 0 19 Dec 2020
Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup Guodong Xu Ziwei Liu Chen Change Loy UQCV 51 39 0 17 Dec 2020
StarcNet: Machine Learning for Star Cluster Identification Gustavo Pérez M. Messa D. Calzetti Subhransu Maji D. Jung A. Adamo Mattia Siressi 32 12 0 16 Dec 2020
Neural Pruning via Growing Regularization Huan Wang Can Qin Yulun Zhang Y. Fu 106 148 0 16 Dec 2020
Two-Stage Copy-Move Forgery Detection with Self Deep Matching and Proposal SuperGlue Yaqi Liu Chao Xia Xiaobin Zhu Shengwei Xu 3DPC 50 56 0 16 Dec 2020
Wasserstein Contrastive Representation Distillation Liqun Chen Dong Wang Zhe Gan Jingjing Liu Ricardo Henao Lawrence Carin 89 96 0 15 Dec 2020
FCFR-Net: Feature Fusion based Coarse-to-Fine Residual Learning for Depth Completion Lina Liu Xibin Song Xiaoyang Lyu Junwei Diao Mengmeng Wang Yong Liu Liangjun Zhang 3DV 90 110 0 15 Dec 2020
Perceptron Theory Can Predict the Accuracy of Neural Networks Denis Kleyko A. Rosato E. P. Frady Massimo Panella Friedrich T. Sommer GNN 68 10 0 14 Dec 2020
Robust Real-Time Pedestrian Detection on Embedded Devices Mohamed Afifi Yara Ali K. Amer M. Shaker Mohamed ElHelw ObjD 23 5 0 13 Dec 2020
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 129 188 0 11 Dec 2020
Skillearn: Machine Learning Inspired by Humans' Learning Skills P. Xie Xuefeng Du Hao Ban 64 7 0 09 Dec 2020
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey Xiaoqin Zhang Yan Hu Zunjie Xiao Jiansheng Fang Risa Higashita Jiang-Dong Liu 141 41 0 09 Dec 2020
COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN Dr. Saddam Hussain Khan A. Sohail Asifullah Khan 76 63 0 08 Dec 2020
Parameter Efficient Multimodal Transformers for Video Representation Learning Sangho Lee Youngjae Yu Gunhee Kim Thomas Breuel Jan Kautz Yale Song ViT 104 78 0 08 Dec 2020
Rethinking FUN: Frequency-Domain Utilization Networks Kfir Goldberg Stav Shapiro Elad Richardson S. Avidan 57 8 0 06 Dec 2020
Cross-Layer Distillation with Semantic Calibration Defang Chen Jian-Ping Mei Yuan Zhang Can Wang Yan Feng Chun-Yen Chen FedML 111 304 0 06 Dec 2020
Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models Xiaofang Wang Dan Kondratyuk Eric Christiansen Kris Kitani Y. Alon Elad Eban 100 49 0 03 Dec 2020
Learning Universal Shape Dictionary for Realtime Instance Segmentation Tutian Tang Wenqiang Xu Ruolin Ye Lixin Yang Cewu Lu 48 2 0 02 Dec 2020
Multi-level Knowledge Distillation via Knowledge Alignment and Correlation Fei Ding Yin Yang Hongxin Hu Venkat Krovi Feng Luo 43 4 0 01 Dec 2020
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification Youngwan Lee Hyungil Kim Kimin Yun Jinyoung Moon 51 12 0 01 Dec 2020
Dynamic Image for 3D MRI Image Alzheimer's Disease Classification Xin Xing G. Liang Hunter Blanton M. U. Rafique Chris Wang Ai-Ling Lin Nathan Jacobs MedIm 55 41 0 30 Nov 2020
Learning by Passing Tests, with Application to Neural Architecture Search Xuefeng Du Haochen Zhang P. Xie 52 4 0 30 Nov 2020
Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm T. Bai Biling Wang D. Nguyen Steve B. Jiang OOD 39 32 0 30 Nov 2020
FactorizeNet: Progressive Depth Factorization for Efficient Network Architecture Exploration Under Quantization Constraints S. Yun A. Wong MQ 13 2 0 30 Nov 2020