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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
Memory Wrap: a Data-Efficient and Interpretable Extension to Image Classification Models B. La Rosa Roberto Capobianco Daniele Nardi VLM 50 9 0 01 Jun 2021
Continual 3D Convolutional Neural Networks for Real-time Processing of Videos Lukas Hedegaard Alexandros Iosifidis 3DPC 87 15 0 31 May 2021
MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens Jiemin Fang Lingxi Xie Xinggang Wang Xiaopeng Zhang Wenyu Liu Qi Tian ViT 73 77 0 31 May 2021
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition Yulin Wang Rui Huang S. Song Zeyi Huang Gao Huang ViT 110 194 0 31 May 2021
Dual-stream Network for Visual Recognition Mingyuan Mao Renrui Zhang Honghui Zheng Peng Gao Teli Ma Yan Peng Errui Ding Baochang Zhang Shumin Han ViT 78 66 0 31 May 2021
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview Zhaoxin Fan Yazhi Zhu Yulin He Qi Sun Hongyan Liu Jun He 132 84 0 29 May 2021
Universal Adder Neural Networks Hanting Chen Yunhe Wang Chang Xu Chao Xu Chunjing Xu Tong Zhang 54 3 0 29 May 2021
Recursive Contour Saliency Blending Network for Accurate Salient Object Detection Y. Yun Takahiro Tsubono 84 58 0 28 May 2021
Integer-Only Neural Network Quantization Scheme Based on Shift-Batch-Normalization Qingyu Guo Yuan Wang Xiaoxin Cui MQ 23 2 0 28 May 2021
KVT: k-NN Attention for Boosting Vision Transformers Pichao Wang Xue Wang F. Wang Ming Lin Shuning Chang Hao Li Rong Jin ViT 133 108 0 28 May 2021
Fair Feature Distillation for Visual Recognition S. Jung Donggyu Lee Taeeon Park Taesup Moon 69 77 0 27 May 2021
SSAN: Separable Self-Attention Network for Video Representation Learning Xudong Guo Xun Guo Yan Lu ViT AI4TS 55 26 0 27 May 2021
YOLO5Face: Why Reinventing a Face Detector Delong Qi Weijun Tan Qi Yao Jingfeng Liu CVBM 3DH ObjD 133 171 0 27 May 2021
AirNet: Neural Network Transmission over the Air Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 117 1 0 24 May 2021
Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices Mustafa Ayazoglu 56 59 0 21 May 2021
Content-adaptive Representation Learning for Fast Image Super-resolution Yukai Shi Jinghui Qin SupR 92 0 0 20 May 2021
On the Distributional Properties of Adaptive Gradients Z. Zhiyi Liu Ziyin 53 4 0 15 May 2021
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations Taojiannan Yang Sijie Zhu Matías Mendieta Pu Wang Ravikumar Balakrishnan Minwoo Lee T. Han M. Shah Chong Chen 3DH OOD 102 24 0 14 May 2021
Multi-task Graph Convolutional Neural Network for Calcification Morphology and Distribution Analysis in Mammograms Hao Du Melissa Min-Szu Yao Liangyu Chen Wing P. Chan Mengling Feng MedIm 40 1 0 14 May 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie Zhang Xiaojie Chu Chengpeng Chen 99 484 0 13 May 2021
KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation Mengqi Xue Mingli Song Xinchao Wang Ying Chen Xingen Wang Xiuming Zhang 55 10 0 10 May 2021
AppealNet: An Efficient and Highly-Accurate Edge/Cloud Collaborative Architecture for DNN Inference Min Li Yu Li Ye Tian Li Jiang Qiang Xu 92 36 0 10 May 2021
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things Huming Qiu Hua Ma Zhi-Li Zhang Yifeng Zheng Anmin Fu Pan Zhou Yansong Gao Derek Abbott S. Al-Sarawi MQ 88 10 0 09 May 2021
Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms Lei Xun Long Tran-Thanh Bashir M. Al-Hashimi G. Merrett 30 8 0 08 May 2021
ANNETTE: Accurate Neural Network Execution Time Estimation with Stacked Models M. Wess Matvey Ivanov A. Nookala C. Unger A. Wendt A. Jantsch 39 9 0 07 May 2021
BasisNet: Two-stage Model Synthesis for Efficient Inference Ruotong Wang Chun-Te Chu A. Zhmoginov Andrew G. Howard Brendan Jou Yukun Zhu Li Zhang R. Hwa Adriana Kovashka 3DH 80 7 0 07 May 2021
A Simple and Strong Baseline for Universal Targeted Attacks on Siamese Visual Tracking Zhenbang Li Yaya Shi Jin Gao Shaoru Wang Bing Li Pengpeng Liang Weiming Hu AAML 93 27 0 06 May 2021
A Geometric Analysis of Neural Collapse with Unconstrained Features Zhihui Zhu Tianyu Ding Jinxin Zhou Xiao Li Chong You Jeremias Sulam Qing Qu 88 204 0 06 May 2021
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge Xiaoyue Wen M. Famouri Andrew Hryniowski Alexander Wong SSeg 60 7 0 29 Apr 2021
MAGMA: An Optimization Framework for Mapping Multiple DNNs on Multiple Accelerator Cores Sheng-Chun Kao T. Krishna 123 52 0 28 Apr 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers Xiangxiang Chu Zhi Tian Yuqing Wang Bo Zhang Haibing Ren Xiaolin K. Wei Huaxia Xia Chunhua Shen ViT 113 1,033 0 28 Apr 2021
Efficient Pre-trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison VLM 103 6 0 27 Apr 2021
Rethinking BiSeNet For Real-time Semantic Segmentation Mingyuan Fan Shenqi Lai Junshi Huang Xiaoming Wei Z. Chai Junfeng Luo Xiaolin K. Wei SSeg 105 491 0 27 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 157 760 0 24 Apr 2021
Do All MobileNets Quantize Poorly? Gaining Insights into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-scale Distributional Dynamics S. Yun Alexander Wong MQ 84 27 0 24 Apr 2021
Measuring what Really Matters: Optimizing Neural Networks for TinyML Lennart Heim Andreas Biri Zhongnan Qu Lothar Thiele 79 30 0 21 Apr 2021
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition Zejia Weng Zuxuan Wu Hengduo Li Jingjing Chen Yu-Gang Jiang 80 4 0 20 Apr 2021
Compact CNN Structure Learning by Knowledge Distillation Waqar Ahmed Andrea Zunino Pietro Morerio Vittorio Murino 115 5 0 19 Apr 2021
RingCNN: Exploiting Algebraically-Sparse Ring Tensors for Energy-Efficient CNN-Based Computational Imaging Chao-Tsung Huang 92 10 0 19 Apr 2021
Distilling Knowledge via Knowledge Review Pengguang Chen Shu Liu Hengshuang Zhao Jiaya Jia 216 449 0 19 Apr 2021
AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks Haojin Yang Zhengdi Shen Yucheng Zhao 65 10 0 15 Apr 2021
Lite-HRNet: A Lightweight High-Resolution Network Changqian Yu Bin Xiao Changxin Gao Lu Yuan Lei Zhang Nong Sang Jingdong Wang 3DH 82 290 0 13 Apr 2021
Co-Scale Conv-Attentional Image Transformers Weijian Xu Yifan Xu Tyler A. Chang Zhuowen Tu ViT 61 377 0 13 Apr 2021
Towards Efficient Graph Convolutional Networks for Point Cloud Handling Yawei Li He Chen Zhaopeng Cui Radu Timofte Marc Pollefeys Gregory Chirikjian Luc Van Gool 3DPC GNN 86 25 0 12 Apr 2021
ENOS: Energy-Aware Network Operator Search for Hybrid Digital and Compute-in-Memory DNN Accelerators Shamma Nasrin A. Shylendra Yuti Kadakia N. Iliev Wilfred Gomes Theja Tulabandhula A. R. Trivedi MQ 36 2 0 12 Apr 2021
Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis Zehao Wang 54 30 0 10 Apr 2021
MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis Sergei Belousov GAN 56 20 0 10 Apr 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks Le Yang Haojun Jiang Ruojin Cai Yulin Wang Shiji Song Gao Huang Qi Tian DD 92 64 0 09 Apr 2021
Combined Depth Space based Architecture Search For Person Re-identification Hanjun Li Gaojie Wu Weishi Zheng 3DPC 83 107 0 09 Apr 2021
MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images Yuansheng Hua Lichao Mou P. Jin Xiaoxiang Zhu 84 13 0 07 Apr 2021