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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
RepBNN: towards a precise Binary Neural Network with Enhanced Feature Map via Repeating Xulong Shi Zhi Qi Jiaxuan Cai Keqi Fu Yaru Zhao Zan Li Xuanyu Liu Hao Liu MQ 140 3 0 19 Jul 2022
ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Fei Pan S. Hur Seokju Lee Junsik Kim In So Kweon 254 12 0 19 Jul 2022
MAC-DO: An Efficient Output-Stationary GEMM Accelerator for CNNs Using DRAM Technology Minki Jeong Wanyeong Jung 195 0 0 16 Jul 2022
Lightweight Vision Transformer with Cross Feature Attention Youpeng Zhao Huadong Tang Yingying Jiang A. Yong Qiang Wu ViT 159 13 0 15 Jul 2022
Multi-Level Branched Regularization for Federated LearningInternational Conference on Machine Learning (ICML), 2022 Jinkyu Kim Geeho Kim Bohyung Han FedML 187 72 0 14 Jul 2022
Imaging through the Atmosphere using Turbulence Mitigation TransformerIEEE Transactions on Computational Imaging (TCI), 2022 Xingguang Zhang Zhiyuan Mao Nicholas Chimitt Stanley H. Chan ViT 253 47 0 13 Jul 2022
Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios Jiashi Li Xin Xia W. Li Huixia Li Xing Wang Xuefeng Xiao Rui Wang Min Zheng Xin Pan ViT 204 196 0 12 Jul 2022
Synergistic Self-supervised and Quantization LearningEuropean Conference on Computer Vision (ECCV), 2022 Yunhao Cao Peiqin Sun Yechang Huang Jianxin Wu Shuchang Zhou MQ 105 14 0 12 Jul 2022
Knowledge Condensation DistillationEuropean Conference on Computer Vision (ECCV), 2022 Chenxin Li Mingbao Lin Zhiyuan Ding Nie Lin Yihong Zhuang Yue Huang Xinghao Ding Liujuan Cao 160 35 0 12 Jul 2022
Contrastive Deep SupervisionEuropean Conference on Computer Vision (ECCV), 2022 Linfeng Zhang Xin Chen Junbo Zhang Runpei Dong Kaisheng Ma 157 42 0 12 Jul 2022
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized TensorsIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022 Sairam Sri Vatsavai Ishan G. Thakkar 164 11 0 12 Jul 2022
Normalized Feature Distillation for Semantic Segmentation Tao Liu Xi Yang Chenshu Chen 107 6 0 12 Jul 2022
STI: Turbocharge NLP Inference at the Edge via Elastic PipeliningInternational Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2022 Liwei Guo Wonkyo Choe F. Lin 150 21 0 11 Jul 2022
A Secure Fingerprinting Framework for Distributed Image Classification Guowen Xu Xingshuo Han Anguo Zhang Tianwei Zhang FedML 123 0 0 11 Jul 2022
An Ultra-low Power TinyML System for Real-time Visual Processing at Edge Kunran Xu Huawei Zhang Yishi Li Yuhao Zhang Rui Lai Yi Liu 144 29 0 11 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectorsComputer Vision and Pattern Recognition (CVPR), 2022 Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 454 8,951 0 06 Jul 2022
FlowNAS: Neural Architecture Search for Optical Flow EstimationInternational Journal of Computer Vision (IJCV), 2022 Zhiwei Lin Tingting Liang Taihong Xiao Yongtao Wang Zhi Tang Ming-Hsuan Yang 169 2 0 04 Jul 2022
Divert More Attention to Vision-Language TrackingNeural Information Processing Systems (NeurIPS), 2022 Mingzhe Guo Zhipeng Zhang Heng Fan Li Jing 215 81 0 03 Jul 2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review Hao Wang Bin Guo Y. Zeng Yasan Ding Chen Qiu Ying Zhang Li Yao Zhiwen Yu 225 2 0 02 Jul 2022
Polarized Color Image Denoising using Pocoformer Zhuoxiao Li Hai-bo Jiang Yinqiang Zheng 184 4 0 01 Jul 2022
Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital PathologyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Yunlong Zhang Yuxuan Sun Honglin Li S. Zheng Chenglu Zhu Ling Yang OOD 228 37 0 30 Jun 2022
Overview of Deep Learning-based CSI Feedback in Massive MIMO SystemsIEEE Transactions on Communications (IEEE Trans. Commun.), 2022 Jiajia Guo Chao-Kai Wen Shi Jin Geoffrey Ye Li 274 206 0 29 Jun 2022
Agreement-on-the-Line: Predicting the Performance of Neural Networks under Distribution ShiftNeural Information Processing Systems (NeurIPS), 2022 Christina Baek Yiding Jiang Aditi Raghunathan Zico Kolter 349 107 0 27 Jun 2022
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap ImagesEcological Informatics (Ecol. Inform.), 2022 Fagner Cunha E. M. Santos J. Colonna 284 19 0 24 Jun 2022
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Muhammad Maaz Abdelrahman M. Shaker Hisham Cholakkal Salman Khan Syed Waqas Zamir Rao Muhammad Anwer Fahad Shahbaz Khan ViT 272 282 0 21 Jun 2022
Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2022 Han Xiao Ziwei Wang Zhengbiao Zhu Jie Zhou Jiwen Lu TDI 183 49 0 20 Jun 2022
On Efficient Real-Time Semantic Segmentation: A Survey Christopher J. Holder Mohamed Bennai SSeg 285 26 0 17 Jun 2022
Switchable Representation Learning Framework with Self-compatibilityComputer Vision and Pattern Recognition (CVPR), 2022 Shengsen Wu Yan Bai Yihang Lou Xiongkun Linghu Jianzhong He Ling-yu Duan 275 1 0 16 Jun 2022
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning ApproachesComputer Science Review (CSR), 2022 O. Elharrouss Y. Akbari Noor Almaadeed S. Al-Maadeed 190 117 0 16 Jun 2022
Boosting DNN Cold Inference on Edge DevicesACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services (MobiSys), 2022 Rongjie Yi Ting Cao Ao Zhou Xiao Ma Shangguang Wang Mengwei Xu 757 13 0 15 Jun 2022
Multi-Objective Hyperparameter Optimization in Machine Learning -- An OverviewACM Transactions on Evolutionary Learning and Optimization (TELO), 2022 Florian Karl Tobias Pielok Julia Moosbauer Florian Pfisterer Stefan Coors ... Jakob Richter Michel Lang Eduardo C. Garrido-Merchán Juergen Branke J. Herbinger AI4CE 288 84 0 15 Jun 2022
Self-Supervised Implicit Attention: Guided Attention by The Model Itself Jinyi Wu Xun Gong Zhemin Zhang 117 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 254 5 0 15 Jun 2022
Toward Student-Oriented Teacher Network Training For Knowledge DistillationInternational Conference on Learning Representations (ICLR), 2022 Chengyu Dong Liyuan Liu Jingbo Shang 251 8 0 14 Jun 2022
MLP-3D: A MLP-like 3D Architecture with Grouped Time MixingComputer Vision and Pattern Recognition (CVPR), 2022 Zhaofan Qiu Ting Yao Chong-Wah Ngo Tao Mei ViT 175 17 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 135 5 0 09 Jun 2022
MobileOne: An Improved One millisecond Mobile BackboneComputer Vision and Pattern Recognition (CVPR), 2022 Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan 266 234 0 08 Jun 2022
Slim-neck by GSConv: A lightweight-design for real-time detector architecturesJournal of Real-Time Image Processing (JRTIP), 2022 Hulin Li Jun Li Hanbing Wei Zheng Liu Zhenfei Zhan Qiliang Ren 184 380 0 06 Jun 2022
PIDNet: A Real-time Semantic Segmentation Network Inspired by PID ControllersComputer Vision and Pattern Recognition (CVPR), 2022 Jiacong Xu Zixiang Xiong S. Bhattacharyya 363 440 0 04 Jun 2022
Distributed Training for Deep Learning Models On An Edge Computing Network Using ShieldedReinforcement LearningIEEE International Conference on Distributed Computing Systems (ICDCS), 2022 Tanmoy Sen Haiying Shen OffRL 150 5 0 01 Jun 2022
ORC: Network Group-based Knowledge Distillation using Online Role ChangeIEEE International Conference on Computer Vision (ICCV), 2022 Jun-woo Choi Hyeon Cho Seockhwa Jeong Wonjun Hwang 103 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 446 143 0 01 Jun 2022
FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformERComputer Vision and Pattern Recognition (CVPR), 2022 Ce Zheng Matías Mendieta Taojiannan Yang Guo-Jun Qi Chong Chen ViT 3DH 229 17 0 30 May 2022
FedAUXfdp: Differentially Private One-Shot Federated Distillation Haley Hoech R. Rischke Karsten Müller Wojciech Samek FedML 114 5 0 30 May 2022
Machine Learning for Microcontroller-Class Hardware: A ReviewIEEE Sensors Journal (IEEE Sens. J.), 2022 Swapnil Sayan Saha S. Sandha Mani B. Srivastava 471 168 0 29 May 2022
MoCoViT: Mobile Convolutional Vision Transformer Hailong Ma Xin Xia Xing Wang Xuefeng Xiao Jiashi Li Min Zheng ViT 374 21 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 117 7 0 24 May 2022
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?Journal of Artificial Intelligence Research (JAIR), 2022 Shikhar Tuli Bhishma Dedhia Shreshth Tuli N. Jha 194 16 0 23 May 2022
Super Vision TransformerInternational Journal of Computer Vision (IJCV), 2022 Mingbao Lin Mengzhao Chen Yuxin Zhang Chunjiang Ge Rongrong Ji Liujuan Cao ViT 376 28 0 23 May 2022
Deep Learning for Visual Speech Analysis: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Changchong Sheng Gangyao Kuang L. Bai Chen Hou Yike Guo Xin Xu M. Pietikäinen Tianpeng Liu VLM 295 53 0 22 May 2022