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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
Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search Han Xiao Ziwei Wang Zhengbiao Zhu Jie Zhou Jiwen Lu TDI 57 41 0 20 Jun 2022
On Efficient Real-Time Semantic Segmentation: A Survey Christopher J. Holder Mohamed Bennai SSeg 101 23 0 17 Jun 2022
Switchable Representation Learning Framework with Self-compatibility Shengsen Wu Yan Bai Yihang Lou Xiongkun Linghu Jianzhong He Ling-yu Duan 107 1 0 16 Jun 2022
Boosting DNN Cold Inference on Edge Devices Rongjie Yi Ting Cao Ao Zhou Xiao Ma Shangguang Wang Mengwei Xu 372 7 0 15 Jun 2022
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview Florian Karl Tobias Pielok Julia Moosbauer Florian Pfisterer Stefan Coors ... Jakob Richter Michel Lang Eduardo C. Garrido-Merchán Juergen Branke B. Bischl AI4CE 83 61 0 15 Jun 2022
Self-Supervised Implicit Attention: Guided Attention by The Model Itself Jinyi Wu Xun Gong Zhemin Zhang 53 1 0 15 Jun 2022
S $^2$ -FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea Xin Hong Abuzar B. M. Adam Amina Benabid SSeg 75 5 0 15 Jun 2022
MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing Zhaofan Qiu Ting Yao Chong-Wah Ngo Tao Mei ViT 73 15 0 13 Jun 2022
Swan: A Neural Engine for Efficient DNN Training on Smartphone SoCs Sanjay Sri Vallabh Singapuram Fan Lai Chuheng Hu Mosharaf Chowdhury 69 5 0 09 Jun 2022
MobileOne: An Improved One millisecond Mobile Backbone Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan 124 168 0 08 Jun 2022
Distributed Training for Deep Learning Models On An Edge Computing Network Using ShieldedReinforcement Learning Tanmoy Sen Haiying Shen OffRL 80 5 0 01 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 117 88 0 01 Jun 2022
FedAUXfdp: Differentially Private One-Shot Federated Distillation Haley Hoech R. Rischke Karsten Müller Wojciech Samek FedML 64 4 0 30 May 2022
MoCoViT: Mobile Convolutional Vision Transformer Hailong Ma Xin Xia Xing Wang Xuefeng Xiao Jiashi Li Min Zheng ViT 139 18 0 25 May 2022
DNNAbacus: Toward Accurate Computational Cost Prediction for Deep Neural Networks Lu Bai Weixing Ji Qinyuan Li Xi Yao Wei Xin Wanyi Zhu 50 6 0 24 May 2022
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid? Shikhar Tuli Bhishma Dedhia Shreshth Tuli N. Jha 94 14 0 23 May 2022
Deep Learning for Visual Speech Analysis: A Survey Changchong Sheng Gangyao Kuang L. Bai Chen Hou Y. Guo Xin Xu M. Pietikäinen Li Liu VLM 98 36 0 22 May 2022
Knowledge Distillation from A Stronger Teacher Tao Huang Shan You Fei Wang Chao Qian Chang Xu 99 258 0 21 May 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Yuanhao Cai Jing Lin Haoqian Wang Xin Yuan Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool 165 124 0 20 May 2022
HyBNN and FedHyBNN: (Federated) Hybrid Binary Neural Networks Kinshuk Dua FedML MQ 67 0 0 19 May 2022
TRT-ViT: TensorRT-oriented Vision Transformer Xin Xia Jiashi Li Jie Wu Xing Wang Xuefeng Xiao Min Zheng Rui Wang ViT 64 28 0 19 May 2022
Transformers in 3D Point Clouds: A Survey Dening Lu Qian Xie Mingqiang Wei Kyle Gao Linlin Xu Jonathan Li 3DPC ViT 139 53 0 16 May 2022
Blueprint Separable Residual Network for Efficient Image Super-Resolution Zheyu Li Yingqi Liu Xiangyu Chen Haoming Cai Jinjin Gu Yu Qiao Chao Dong 98 140 0 12 May 2022
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results Yawei Li Peng Sun Radu Timofte Luc Van Gool Fang Kong ... Deng-Guang Zhou Kun Zeng Han-Yuan Lin Xinyu Chen Jin-Tao Fang SupR 83 78 0 11 May 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive Analysis Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 106 57 0 09 May 2022
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers Junting Pan Adrian Bulat Fuwen Tan Xiatian Zhu Łukasz Dudziak Hongsheng Li Georgios Tzimiropoulos Brais Martínez ViT 94 197 0 06 May 2022
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation Yihan Wang Zhekai Zhang Han Cai Wei-Ming Chen Song Han 3DH 123 75 0 03 May 2022
Deep Learning Framework for Real-time Fetal Brain Segmentation in MRI Razieh Faghihpirayesh Davood Karimi Deniz Erdogmus Ali Gholipour 56 7 0 02 May 2022
Adaptive Split-Fusion Transformer Zixuan Su Hao Zhang Jingjing Chen Lei Pang Chong-Wah Ngo Yu-Gang Jiang ViT 96 8 0 26 Apr 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 72 40 0 25 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 116 115 0 25 Apr 2022
House Price Prediction Based On Deep Learning Yuying Wu Youshan Zhang 3DV 75 1 0 19 Apr 2022
Towards Lightweight Transformer via Group-wise Transformation for Vision-and-Language Tasks Gen Luo Yiyi Zhou Xiaoshuai Sun Yan Wang Liujuan Cao Yongjian Wu Feiyue Huang Rongrong Ji ViT 64 47 0 16 Apr 2022
2D Human Pose Estimation: A Survey Haoming Chen Runyang Feng Sifan Wu Hao Xu F. Zhou Zhenguang Liu 3DH 100 58 0 15 Apr 2022
Cross-Image Relational Knowledge Distillation for Semantic Segmentation Chuanguang Yang Helong Zhou Zhulin An Xue Jiang Yong Xu Qian Zhang 134 178 0 14 Apr 2022
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation Wenqiang Zhang Zilong Huang Guozhong Luo Tao Chen Xinggang Wang Wenyu Liu Gang Yu Chunhua Shen ViT 114 209 0 12 Apr 2022
Searching for Efficient Neural Architectures for On-Device ML on Edge TPUs Berkin Akin Suyog Gupta Yun Long Anton Spiridonov Zhuo Wang Marie White Haonan Xu Ping Zhou Yanqi Zhou 49 9 0 09 Apr 2022
Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks P. Shyam S. S. Sengar Kuk-Jin Yoon Kyung-soo Kim 87 9 0 04 Apr 2022
Technical Report on Subspace Pyramid Fusion Network for Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea 68 1 0 04 Apr 2022
DST: Dynamic Substitute Training for Data-free Black-box Attack Wenxuan Wang Xuelin Qian Yanwei Fu Xiangyang Xue OOD AAML 46 18 0 03 Apr 2022
Accelerating Federated Edge Learning via Topology Optimization Shanfeng Huang Zezhong Zhang Shuai Wang Rui Wang Kaibin Huang FedML 90 13 0 01 Apr 2022
Novelty Driven Evolutionary Neural Architecture Search Nilotpal Sinha Kuan-Wen Chen 60 8 0 01 Apr 2022
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher Kanghyun Choi Hye Yoon Lee Deokki Hong Joonsang Yu Noseong Park Youngsok Kim Jinho Lee MQ 104 33 0 31 Mar 2022
An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask Detection Sheng Xu Zhanyu Guo Yuchi Liu Jingwei Fan Xuxu Liu CVBM 67 24 0 30 Mar 2022
DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation Yu Tang Chenyu Wang Yufan Zhang Yuliang Liu Xingcheng Zhang Linbo Qiao Zhiquan Lai Dongsheng Li 73 6 0 30 Mar 2022
NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models Simin Chen Zihe Song Mirazul Haque Cong Liu Wei Yang 69 42 0 29 Mar 2022
SepViT: Separable Vision Transformer Wei Li Xing Wang Xin Xia Jie Wu Jiashi Li Xuefeng Xiao Min Zheng Shiping Wen ViT 113 42 0 29 Mar 2022
Generalizing Few-Shot NAS with Gradient Matching Shou-Yong Hu Ruochen Wang Lanqing Hong Zhenguo Li Cho-Jui Hsieh Jiashi Feng 89 26 0 29 Mar 2022
Knowledge Distillation with the Reused Teacher Classifier Defang Chen Jianhan Mei Hailin Zhang C. Wang Yan Feng Chun-Yen Chen 101 172 0 26 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 109 280 0 22 Mar 2022