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
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Ultrafast-and-Ultralight ConvNet-Based Intelligent Monitoring System for Diagnosing Early-Stage Mpox Anytime and AnywhereAdvanced Intelligent Systems (Adv. Intell. Syst.), 2023 Yubiao Yue Zhenzhang Li Li-Xia Qin Xinyue Zhang Jia-lin Xu Zipei Zheng Zhenzhang Li Yongqian Li 109 5 0 25 Aug 2023
MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices Xiangyu Chen Ruiwen Zhen Shuai Li Xiaotian Li Guanghui Wang 141 2 0 24 Aug 2023
Lite-HRNet Plus: Fast and Accurate Facial Landmark DetectionInternational Conference on Information Photonics (ICIP), 2023 S. Kato Kazuhiro Hotta Yuhki Hatakeyama Yoshinori Konishi 3DH CVBM 140 4 0 23 Aug 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 126 0 0 21 Aug 2023
Enhancing Adversarial Attacks: The Similar Target MethodIEEE International Joint Conference on Neural Network (IJCNN), 2023 Shuo Zhang Ziruo Wang Zikai Zhou Huanran Chen AAML 202 1 0 21 Aug 2023
Color Prompting for Data-Free Continual Unsupervised Domain Adaptive Person Re-Identification Jianyang Gu Haowen Luo Kai Wang Wei Jiang Yang You Jian-jun Zhao VLM 149 6 0 21 Aug 2023
Ear-Keeper: A Cross-Platform AI System for Rapid and Accurate Ear Disease Diagnosis Feiyan Lu Yubiao Yue Zhenzhang Li Mei Zhang Wen Luo Haihua Liang Yanmei Chen Zhenzhang Li Zefeng Xie Xinyu Zeng 158 1 0 21 Aug 2023
MovePose: A High-performance Human Pose Estimation Algorithm on Mobile and Edge DevicesInternational Conference on Artificial Neural Networks (ICANN), 2023 Dongyang Yu Huatian Zhang Zhirui Zhou Guoqi Chen Wangpeng An Yanhong Yang 3DH 168 6 0 17 Aug 2023
AdaBrowse: Adaptive Video Browser for Efficient Continuous Sign Language RecognitionACM Multimedia (ACM MM), 2023 Lianyu Hu Liqing Gao Zekang Liu Chi-Man Pun Wei Feng SLR 183 30 0 16 Aug 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile DeviceIEEE International Conference on Computer Vision (ICCV), 2023 Wei Gou Ziyao Yi Yan Xiang Sha Li Zibin Liu Dehui Kong Ke Xu 139 10 0 16 Aug 2023
Occ $^2$ Net: Robust Image Matching Based on 3D Occupancy Estimation for Occluded RegionsIEEE International Conference on Computer Vision (ICCV), 2023 Miao Fan Ming-lei Chen Chen Hu Shuchang Zhou 3DPC 3DV 150 5 0 14 Aug 2023
iSTFTNet2: Faster and More Lightweight iSTFT-Based Neural Vocoder Using 1D-2D CNNInterspeech (Interspeech), 2023 Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka Shogo Seki 142 8 0 14 Aug 2023
Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services Zhichao Lu Chuntao Ding Shangguang Wang Ran Cheng Felix Juefei Xu Vishnu Boddeti VLM 89 7 0 12 Aug 2023
Semantic-embedded Similarity Prototype for Scene RecognitionPattern Recognition (Pattern Recogn.), 2023 Chuanxin Song Hanbo Wu X. Ma Yibin Li 268 5 0 11 Aug 2023
EFaR 2023: Efficient Face Recognition Competition Jan Niklas Kolf Fadi Boutros Jurek Elliesen Markus Theuerkauf Naser Damer ... D. Nunes Ahmad Hassanpour Pankaj Khatiwada A. Toor Bian Yang CVBM MQ 140 17 0 08 Aug 2023
NormKD: Normalized Logits for Knowledge Distillation Zhihao Chi Tu Zheng Hengjia Li Zheng Yang Boxi Wu Binbin Lin Xiaofei He 220 22 0 01 Aug 2023
DRAW: Defending Camera-shooted RAW against Image ManipulationIEEE International Conference on Computer Vision (ICCV), 2023 Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 199 10 0 31 Jul 2023
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Ming Kang C. Ting F. F. Ting Raphaël C.-W. Phan 129 67 0 31 Jul 2023
The Radon Signed Cumulative Distribution Transform and its applications in classification of Signed Images Le Gong Shiying Li Naqib Sad Pathan M. Shifat-E.-Rabbi Gustavo K. Rohde A. Rubaiyat Sumati Thareja MedIm 102 2 0 28 Jul 2023
Adaptive Frequency Filters As Efficient Global Token MixersIEEE International Conference on Computer Vision (ICCV), 2023 Zhipeng Huang Zhizheng Zhang Cuiling Lan Zhengjun Zha Yan Lu B. Guo 138 76 0 26 Jul 2023
AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving PerceptionIEEE International Conference on Computer Vision (ICCV), 2023 Dingkang Yang Shuai Huang Zhi Xu Zhenpeng Li Shunli Wang ... Yan Wang Jing Liu Pei Zhang Peng Zhai Lihua Zhang 201 54 0 26 Jul 2023
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Distribution Shift Matters for Knowledge Distillation with Webly Collected ImagesIEEE International Conference on Computer Vision (ICCV), 2023 Jialiang Tang Shuo Chen Gang Niu Masashi Sugiyama Chenggui Gong 112 15 0 21 Jul 2023
Batching for Green AI -- An Exploratory Study on InferenceEUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO SEAA), 2023 Tim Yarally Luís Cruz Daniel Feitosa June Sallou A. V. Deursen 152 5 0 21 Jul 2023
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce EdgeInternational Conference on Machine Learning (ICML), 2023 Young D. Kwon Rui Li Stylianos I. Venieris Jagmohan Chauhan Nicholas D. Lane Cecilia Mascolo 205 20 0 19 Jul 2023
RepViT: Revisiting Mobile CNN From ViT PerspectiveComputer Vision and Pattern Recognition (CVPR), 2023 Ao Wang Hui Chen Zijia Lin Hengjun Pu Guiguang Ding 326 408 0 18 Jul 2023
Cumulative Spatial Knowledge Distillation for Vision TransformersIEEE International Conference on Computer Vision (ICCV), 2023 Borui Zhao Renjie Song Jiajun Liang 151 21 0 17 Jul 2023
DOT: A Distillation-Oriented TrainerIEEE International Conference on Computer Vision (ICCV), 2023 Borui Zhao Quan Cui Renjie Song Jiajun Liang 137 11 0 17 Jul 2023
LightFormer: An End-to-End Model for Intersection Right-of-Way Recognition Using Traffic Light Signals and an Attention Mechanism Zhenxing Ming J. S. Berrio Mao Shan E. Nebot Stewart Worrall ViT 92 0 0 14 Jul 2023
YOLIC: An Efficient Method for Object Localization and Classification on Edge DevicesImage and Vision Computing (IVC), 2023 Kai Su Yoichi Tomioka Qiang Zhao Yong Liu 147 8 0 13 Jul 2023
Regression-Oriented Knowledge Distillation for Lightweight Ship Orientation Angle Prediction with Optical Remote Sensing ImagesSignal, Image and Video Processing (SIVP), 2023 Zhan Shi Xin Ding Peng Ding Chun Yang Ruihong Huang Xiao-dong Song 107 1 0 13 Jul 2023
The Staged Knowledge Distillation in Video Classification: Harmonizing Student Progress by a Complementary Weakly Supervised Framework Chao Wang Zhenghang Tang 248 4 0 11 Jul 2023
Search-time Efficient Device Constraints-Aware Neural Architecture SearchPattern Recognition and Machine Intelligence (PRMI), 2023 Oshin Dutta Tanu Kanvar Sumeet Agarwal 137 3 0 10 Jul 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture SearchInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Bhavna Gopal Arjun Sridhar Tunhou Zhang Yiran Chen 163 5 0 06 Jul 2023
Dynamical Isometry based Rigorous Fair Neural Architecture Search Jianxiang Luo Junyi Hu Tianji Pang Weihao Huang Chuan-Hsi Liu 155 0 0 05 Jul 2023
EdgeFace: Efficient Face Recognition Model for Edge DevicesIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2023 Anjith George Christophe Ecabert Hatef Otroshi-Shahreza Ketan Kotwal S´ebastien Marcel CVBM 219 57 0 04 Jul 2023
Efficient Visual Fault Detection for Freight Train Braking System via Heterogeneous Self Distillation in the WildAdvanced Engineering Informatics (Adv. Eng. Inform.), 2023 Yang Zhang Huilin Pan Yang Zhou Mingying Li Guo-dong Sun 158 10 0 03 Jul 2023
Q-YOLO: Efficient Inference for Real-time Object DetectionAsian Conference on Pattern Recognition (ACPR), 2023 Mingze Wang H. Sun Jun Shi Xuhui Liu Baochang Zhang Xianbin Cao ObjD 135 14 0 01 Jul 2023
Pollen: High-throughput Federated Learning Simulation via Resource-Aware Client Placement Lorenzo Sani Pedro Gusmão Alexandru Iacob Wanru Zhao Xinchi Qiu Yan Gao Javier Fernandez-Marques Nicholas D. Lane 153 0 0 30 Jun 2023
Group-based Robustness: A General Framework for Customized Robustness in the Real WorldNetwork and Distributed System Security Symposium (NDSS), 2023 Weiran Lin Keane Lucas Neo Eyal Lujo Bauer Michael K. Reiter Mahmood Sharif OOD AAML 216 1 0 29 Jun 2023
A Dimensional Structure based Knowledge Distillation Method for Cross-Modal Learning Hui Xiong Hongwei Dong Jingyao Wang J. Yu Wen-jie Zhai Changwen Zheng Jianwei Niu Gang Hua 165 1 0 28 Jun 2023
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin TransformerInternational Conference on Information Photonics (ICIP), 2023 Ming Kang C. Ting F. F. Ting Raphaël C.-W. Phan ViT 190 17 0 26 Jun 2023
Im2win: Memory Efficient Convolution On SIMD ArchitecturesIEEE Conference on High Performance Extreme Computing (HPEC), 2022 Shuai-bing Lu Jun Chu Xuantong Liu 100 5 0 25 Jun 2023
Im2win: An Efficient Convolution Paradigm on GPUEuropean Conference on Parallel Processing (Euro-Par), 2023 Shuai-bing Lu Jun Chu Luanzheng Guo Xuantong Liu 150 2 0 25 Jun 2023
Toward Sustainable HPC: Carbon Footprint Estimation and Environmental Implications of HPC SystemsInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2023 Baolin Li Rohan Basu Roy Daniel Wang S. Samsi V. Gadepally Devesh Tiwari 247 60 0 22 Jun 2023