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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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EAPruning: Evolutionary Pruning for Vision Transformers and CNNsBritish Machine Vision Conference (BMVC), 2022 Qingyuan Li Bo Zhang Xiangxiang Chu ViT VLM 111 3 0 01 Oct 2022
IMB-NAS: Neural Architecture Search for Imbalanced Datasets Rahul Duggal ShengYun Peng Hao Zhou Duen Horng Chau 162 2 0 30 Sep 2022
Towards a Unified View of Affinity-Based Knowledge Distillation Vladimir Li A. Maki 171 0 0 30 Sep 2022
PointPillars Backbone Type Selection For Fast and Accurate LiDAR Object DetectionInternational Conference on Computer Vision and Graphics (ICCVG), 2022 K. Lis T. Kryjak 3DPC 91 7 0 30 Sep 2022
DPNet: Dual-Path Network for Real-time Object Detection with Lightweight AttentionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Quan Zhou Huiming Shi Wei Xiang Bin Kang Xiaofu Wu Longin Jan Latecki ObjD 202 49 0 28 Sep 2022
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing ImageryIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Jiaqi Zhang Jie Lei Weiying Xie Zhenman Fang Yunsong Li Qian Du ObjD 211 291 0 27 Sep 2022
Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 TileMicro (MICRO), 2022 Renzo Andri Beatrice Bussolino A. Cipolletta Lukas Cavigelli Zhe Wang MQ 157 14 0 26 Sep 2022
Vision-based Perimeter Defense via Multiview Pose Estimation Elijah S. Lee Giuseppe Loianno Dinesh Jayaraman Vijay Kumar AAML 125 4 0 25 Sep 2022
The Kriston AI System for the VoxCeleb Speaker Recognition Challenge 2022 Qutang Cai Guoqiang Hong Zhijian Ye Ximin Li Haizhou Li 228 8 0 23 Sep 2022
COVID-19 Detection and Analysis From Lung CT Images using Novel Channel Boosted CNNsExpert systems with applications (ESWA), 2022 Dr. Saddam Hussain Khan 241 47 0 22 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong Zhang Yi Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 237 17 0 21 Sep 2022
Learning to Weight Samples for Dynamic Early-exiting NetworksEuropean Conference on Computer Vision (ECCV), 2022 Yizeng Han Yifan Pu Zihang Lai Chaofei Wang Qing Xiao Junfen Cao Wenhui Huang Chao Deng Gao Huang 232 66 0 17 Sep 2022
Omni-Dimensional Dynamic ConvolutionInternational Conference on Learning Representations (ICLR), 2022 Chao Li Aojun Zhou Anbang Yao 211 350 0 16 Sep 2022
LO-Det: Lightweight Oriented Object Detection in Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021 Zhanchao Huang Wei Li X. Xia Hao Wang F. Jie R. Tao ObjD 138 58 0 16 Sep 2022
Explicit Tradeoffs between Adversarial and Natural Distributional RobustnessNeural Information Processing Systems (NeurIPS), 2022 Mazda Moayeri Kiarash Banihashem Soheil Feizi OOD 265 25 0 15 Sep 2022
Neural Networks Reduction via LumpingInternational Conference of the Italian Association for Artificial Intelligence (AIxIA), 2022 Dalila Ressi Riccardo Romanello S. Rossi Carla Piazza 183 5 0 15 Sep 2022
Rethinking the Unpretentious U-net for Medical Ultrasound Image SegmentationPattern Recognition (Pattern Recogn.), 2022 Gongping Chen L. Li Jianxun Zhang Yu Dai SSeg 164 121 0 15 Sep 2022
NanoFlowNet: Real-time Dense Optical Flow on a Nano QuadcopterIEEE International Conference on Robotics and Automation (ICRA), 2022 Rik J. Bouwmeester Federico Paredes-Valles Guido de Croon 124 21 0 14 Sep 2022
A lightweight Transformer-based model for fish landmark detection Alzayat Saleh David Jones D. Jerry M. R. Azghadi 116 2 0 13 Sep 2022
DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model GeneralizationThe Web Conference (WWW), 2022 Zheqi Lv Wenqiao Zhang Shengyu Zhang Kun Kuang Feng Wang ... Ruihao Zhang Tao Shen Hongxia Yang Bengchin Ooi Leilei Gan 240 61 0 12 Sep 2022
Clifford Neural Layers for PDE ModelingInternational Conference on Learning Representations (ICLR), 2022 Johannes Brandstetter Rianne van den Berg Max Welling Jayesh K. Gupta AI4CE 272 108 0 08 Sep 2022
FasterX: Real-Time Object Detection Based on Edge GPUs for UAV Applications Wei Zhou Xuanlin Min Ruizhe Hu Yiwen Long Huan Luo Junyi 152 5 0 07 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 374 7 0 03 Sep 2022
XCAT -- Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation Mustafa Ayazoglu Bahri Batuhan Bilecen SupR 206 5 0 31 Aug 2022
Video-based Cross-modal Auxiliary Network for Multimodal Sentiment Analysis Rongfei Chen Wenju Zhou Yang Li Huiyu Zhou 157 29 0 30 Aug 2022
Towards Robust Face Recognition with Comprehensive SearchEuropean Conference on Computer Vision (ECCV), 2022 Manyuan Zhang Guanglu Song Yu Liu Jiaming Song CVBM 156 5 0 29 Aug 2022
Light-YOLOv5: A Lightweight Algorithm for Improved YOLOv5 in Complex Fire ScenariosApplied Sciences (Appl. Sci.), 2022 Hao Xu Yue Liu Fei Zhong 199 57 0 29 Aug 2022
Artificial Neural Networks for Finger Vein Recognition: A Survey Yi Yin Renye Zhang Pengfei Liu Wanxia Deng Siliang He Chen Li Jinghua Zhang 121 5 0 29 Aug 2022
Hardware-aware mobile building block evaluation for computer visionApplied Sciences (Appl. Sci.), 2022 Maxim Bonnaerens Matthias Anton Freiberger Marian Verhelst J. Dambre 148 1 0 26 Aug 2022
Video Mobile-Former: Video Recognition with Efficient Global Spatial-temporal Modeling Rui Wang Zuxuan Wu Dongdong Chen Yinpeng Chen Xiyang Dai Xiyang Dai Luowei Zhou Lu Yuan Yu-Gang Jiang ViT 214 6 0 25 Aug 2022
Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power PlatformSwiss Conference on Data Science (SDS), 2022 Simon Narduzzi Engin Turetken Jean-Philippe Thiran L. A. Dunbar 3DH CVBM 80 1 0 23 Aug 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey Dalin Zhang Kaixuan Chen Yan Zhao B. Yang Li-Ping Yao Christian S. Jensen 257 4 0 22 Aug 2022
Rethinking Knowledge Distillation via Cross-Entropy Zhendong Yang Zhe Li Yuan Gong Tianke Zhang Shanshan Lao Chun Yuan Yu Li 143 20 0 22 Aug 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao Fahad Shahbaz Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming-Hsuan Yang ViT MedIm 245 43 0 08 Aug 2022
Vision-Based Activity Recognition in Children with Autism-Related Behaviors P. Wei David Ahmedt-Aristizabal Harshala Gammulle Akila Pemasiri M. Armin 173 42 0 08 Aug 2022
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images Yanbin Liu Girish Dwivedi F. Boussaïd Frank M. Sanfilippo Makoto Yamada Bennamoun DiffM MedIm 265 14 0 08 Aug 2022
EMC2A-Net: An Efficient Multibranch Cross-channel Attention Network for SAR Target ClassificationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Xiang Yu Zhe Geng Xiaohua Huang Qinglu Wang Daiyin Zhu 120 7 0 03 Aug 2022
SuperVessel: Segmenting High-resolution Vessel from Low-resolution Retinal ImageChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2022 Yan Hu Zhongxi Qiu Dan Zeng Li Jiang Chen Lin Jiang-Dong Liu 162 17 0 28 Jul 2022
Lightweight and Progressively-Scalable Networks for Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2022 Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei SSeg 235 28 0 27 Jul 2022
A Proper Orthogonal Decomposition approach for parameters reduction of Single Shot Detector networksInternational Conference on Information Photonics (ICIP), 2022 L. Meneghetti N. Demo G. Rozza 152 2 0 27 Jul 2022
Convolutional Embedding Makes Hierarchical Vision Transformer StrongerEuropean Conference on Computer Vision (ECCV), 2022 Cong Wang Hongmin Xu Xiong Zhang Li Wang Zhitong Zheng Haifeng Liu ViT 85 28 0 27 Jul 2022
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance Aref Miri Rekavandi Lian Xu F. Boussaïd A. Seghouane Stephen Hoefs Bennamoun ObjD 183 43 0 26 Jul 2022
Remote Medication Status Prediction for Individuals with Parkinson's Disease using Time-series Data from SmartphonesInternational Conference on Digital Health (ICDH), 2022 Weijian Li Wei-wei Zhu R. Dorsey Jiebo Luo 161 1 0 26 Jul 2022
Energy-efficient DNN Inference on Approximate Accelerators Through Formal Property ExplorationIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022 Ourania Spantidi Georgios Zervakis Iraklis Anagnostopoulos J. Henkel 126 7 0 25 Jul 2022
Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair SelectionComputer Vision and Pattern Recognition (CVPR), 2022 Dongli Xu Jinhong Deng Wen Li 114 10 0 25 Jul 2022
HouseX: A Fine-grained House Music Dataset and its Potential in the Music IndustryAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022 Xinyu Li 82 3 0 24 Jul 2022
TinyViT: Fast Pretraining Distillation for Small Vision TransformersEuropean Conference on Computer Vision (ECCV), 2022 Kan Wu Jinnian Zhang Houwen Peng Xiyang Dai Bin Xiao Jianlong Fu Lu Yuan ViT 206 374 0 21 Jul 2022
Land Classification in Satellite Images by Injecting Traditional Features to CNN ModelsRemote Sensing Letters (Remote Sens. Lett.), 2022 Mehmet Çağrı Aksoy B. Sirmaçek Cem Ünsalan 113 6 0 21 Jul 2022
Efficient CNN Architecture Design Guided by VisualizationIEEE International Conference on Multimedia and Expo (ICME), 2022 Liangqi Zhang Haibo Shen Yihao Luo Xiang Cao Leixilan Pan Tianjiang Wang Qi Feng 113 6 0 21 Jul 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented CommunicationsIEEE Journal on Selected Areas in Communications (JSAC), 2022 Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 338 590 0 19 Jul 2022