ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design

30 July 2018

Xiangyu Zhang

Papers citing "ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design"

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Title
Asymmetric Temperature Scaling Makes Larger Networks Teach Well AgainNeural Information Processing Systems (NeurIPS), 2022 Xin-Chun Li Wenxuan Fan Shaoming Song Yinchuan Li Bingshuai Li Yunfeng Shao De-Chuan Zhan 212 34 0 10 Oct 2022
Precise Single-stage Detector Aisha Chandio Gong Gui Teerath Kumar I. Ullah R. Ranjbarzadeh Anisha Roy Akhtar Hussain Yao Shen ObjD 212 19 0 09 Oct 2022
Towards Understanding and Boosting Adversarial Transferability from a Distribution PerspectiveIEEE Transactions on Image Processing (IEEE TIP), 2022 Yao Zhu YueFeng Chen Xiaodan Li Kejiang Chen Yuan He Xiang Tian Bo Zheng Yao-wu Chen Qingming Huang AAML 160 69 0 09 Oct 2022
Fast-ParC: Capturing Position Aware Global Feature for ConvNets and ViTs Taojiannan Yang Haokui Zhang Wenze Hu Chen Chen Xiaoyu Wang ViT 158 0 0 08 Oct 2022
IDa-Det: An Information Discrepancy-aware Distillation for 1-bit DetectorsEuropean Conference on Computer Vision (ECCV), 2022 Sheng Xu Yanjing Li Bo-Wen Zeng Teli Ma Baochang Zhang Xianbin Cao Penglei Gao Jinhu Lv 158 17 0 07 Oct 2022
Game-Theoretic Understanding of Misclassification Kosuke Sumiyasu K. Kawamoto Hiroshi Kera 152 1 0 07 Oct 2022
Inference Latency Prediction at the Edge Zhuojin Li Marco Paolieri L. Golubchik 129 6 0 06 Oct 2022
A Smart Recycling Bin Using Waste Image Classification At The Edge Xueying Li R. Grammenos 85 1 0 02 Oct 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 103 8 0 30 Sep 2022
MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features S. Wadekar Abhishek Chaurasia ViT 253 138 0 30 Sep 2022
Lightweight Monocular Depth Estimation with an Edge Guided NetworkInternational Conference on Control, Automation, Robotics and Vision (ICARCV), 2022 Xingshuai Dong Matthew A. Garratt S. Anavatti H. Abbass Junyu Dong MDE 121 2 0 29 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 206 50 0 28 Sep 2022
Rethinking Performance Gains in Image Dehazing Networks Yuda Song Yang Zhou Hui Qian Xin Du SSeg 149 66 0 23 Sep 2022
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems Xiaodong Wu Q. Zhang Zhenji Chen Qiaoan Liu Weizhuo Shao SSL FedML 159 3 0 21 Sep 2022
Omni-Dimensional Dynamic ConvolutionInternational Conference on Learning Representations (ICLR), 2022 Chao Li Aojun Zhou Anbang Yao 227 352 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
Neural Networks Reduction via LumpingInternational Conference of the Italian Association for Artificial Intelligence (AIxIA), 2022 Dalila Ressi Riccardo Romanello S. Rossi Carla Piazza 199 5 0 15 Sep 2022
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation Ting-Yu Liao Ching-Hui Yang Y. Lo Kuan-Ying Lai Po-Huai Shen Youn-Long Lin 103 23 0 15 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 244 61 0 12 Sep 2022
Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and DefenseIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Bo Peng Bo Peng Jie Zhou Jianyue Xie Li Liu AAML 164 64 0 11 Sep 2022
MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual RecognitionNeurocomputing (Neurocomputing), 2022 Y. Wang H. Sun Xiaodi Wang Bin Zhang Chaonan Li Ying Xin Baochang Zhang Errui Ding Shumin Han ViT 136 20 0 31 Aug 2022
EasyScale: Accuracy-consistent Elastic Training for Deep Learning Mingzhen Li Wencong Xiao Biao Sun Hanyu Zhao Hailong Yang ... Chencan Wu Yi Liu Yong Li Jialin Li D. Qian 150 9 0 30 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 58 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
Efficient ML Models for Practical Secure Inference Vinod Ganesan Anwesh Bhattacharya Pratyush Kumar Divya Gupta Rahul Sharma Nishanth Chandran MedIm 265 5 0 26 Aug 2022
Lower Difficulty and Better Robustness: A Bregman Divergence Perspective for Adversarial Training Zihui Wu Haichang Gao Bingqian Zhou Xiaoyan Guo Shudong Zhang AAML 165 0 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
Automatic Testing and Validation of Level of Detail Reductions Through Supervised Learning Matilda Tamm Olivia Shamon H. Leon Konrad Tollmar Linus Gisslén 142 2 0 25 Aug 2022
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey Elahe Arani Shruthi Gowda Ratnajit Mukherjee Omar Magdy Senthilkumar S. Kathiresan Bahram Zonooz ObjD OOD 350 33 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 147 20 0 22 Aug 2022
Improved Image Classification with Token FusionIEEE Access (IEEE Access), 2022 Keong-Hun Choi Jin-Woo Kim Yaolong Wang J. Ha ViT 166 0 0 19 Aug 2022
Performance Evaluation of Selective Fixed-filter Active Noise Control based on Different Convolutional Neural NetworksINTER-NOISE and NOISE-CON Congress and Conference Proceedings (INTER-NOISE), 2022 Zhengding Luo Dongyuan Shi W. Gan 105 14 0 17 Aug 2022
Grasping Core Rules of Time Series through Pure Models Gedi Liu Yifeng Jiang Yicun Ouyang Keyang Zhong Yang Wang AI4TS 205 0 0 15 Aug 2022
Zeus: Understanding and Optimizing GPU Energy Consumption of DNN TrainingSymposium on Networked Systems Design and Implementation (NSDI), 2022 Jie You Jaehoon Chung Mosharaf Chowdhury 268 117 0 12 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
Multiple Categories Of Visual Smoke Detection DatabaseInternational Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 2022 Yafei Gong Xuanchao Ma 36 2 0 30 Jul 2022
MKANet: A Lightweight Network with Sobel Boundary Loss for Efficient Land-cover Classification of Satellite Remote Sensing ImageryRemote Sensing (RS), 2022 Zhiqi Zhang W. Lu Jinshan Cao Guangqi Xie 234 19 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
Online Knowledge Distillation via Mutual Contrastive Learning for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Chuanguang Yang Zhulin An Helong Zhou Fuzhen Zhuang Yongjun Xu Qian Zhang 258 76 0 23 Jul 2022
LPYOLO: Low Precision YOLO for Face Detection on FPGA Bestami Günay S. B. Okcu H. Ş. Bilge CVBM 72 16 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 117 6 0 21 Jul 2022
Task-adaptive Spatial-Temporal Video Sampler for Few-shot Action RecognitionACM Multimedia (ACM MM), 2022 Huabin Liu Weixian Lv John See W. Lin TTA 260 14 0 20 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
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
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
Sparsifying Binary Networks Riccardo Schiavone Maria A. Zuluaga MQ 131 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
One-shot Neural Backdoor Erasing via Adversarial Weight MaskingNeural Information Processing Systems (NeurIPS), 2022 Shuwen Chai Jinghui Chen AAML 218 43 0 10 Jul 2022