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
Arithmetic Intensity Balancing Convolution for Hardware-aware Efficient Block Design Shinkook Choi Junkyeong Choi 88 2 0 08 Apr 2023
High-order Spatial Interactions Enhanced Lightweight Model for Optical Remote Sensing Image-based Small Ship DetectionIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Y. Yin Xu Cheng Fan Shi Xiufeng Liu Huan Huo Shengyong Chen 142 15 0 07 Apr 2023
TinyDet: Accurate Small Object Detection in Lightweight Generic Detectors Shaoyu Chen Tianheng Cheng Jiemin Fang Qian Zhang Yuan Li Wenyu Liu Xinggang Wang ObjD 102 10 0 07 Apr 2023
RFAConv: Innovating Spatial Attention and Standard Convolutional Operation Xinyu Zhang Chen Liu Degang Yang Tingting Song Yichen Ye Ke Li Ying Song 278 230 0 06 Apr 2023
Towards Efficient Task-Driven Model Reprogramming with Foundation Models Shoukai Xu Jiangchao Yao Ran Luo Shuhai Zhang Zihao Lian Zhuliang Yu Bo Han Yaowei Wang 227 6 0 05 Apr 2023
Learning Invariant Representation via Contrastive Feature Alignment for Clutter Robust SAR Target Recognition Bo Peng Jianyue Xie Bo Peng Li Liu 169 0 0 04 Apr 2023
Spectral Enhanced Rectangle Transformer for Hyperspectral Image DenoisingComputer Vision and Pattern Recognition (CVPR), 2023 Miaoyu Li Ji Liu Ying Fu Yulun Zhang Dejing Dou ViT 100 87 0 03 Apr 2023
Vision Transformers with Mixed-Resolution Tokenization Tomer Ronen Omer Levy A. Golbert ViT 254 28 0 01 Apr 2023
Progressive Channel-Shrinking NetworkIEEE transactions on multimedia (IEEE TMM), 2023 Jianhong Pan Siyuan Yang Lin Geng Foo Qiuhong Ke Hossein Rahmani Zhipeng Fan Jing Liu 169 4 0 01 Apr 2023
Rethinking Local Perception in Lightweight Vision Transformer Qi Fan Huaibo Huang Jiyang Guan Xiao-Yu Zhang ViT 318 48 0 31 Mar 2023
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision TransformerComputer Vision and Pattern Recognition (CVPR), 2023 Xuanyao Chen Zhijian Liu Haotian Tang Li Yi Hang Zhao Song Han ViT 323 71 0 30 Mar 2023
InceptionNeXt: When Inception Meets ConvNeXtComputer Vision and Pattern Recognition (CVPR), 2023 Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 483 249 0 29 Mar 2023
SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision ApplicationsIEEE International Conference on Computer Vision (ICCV), 2023 Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan ViT 317 165 0 27 Mar 2023
Lightweight Estimation of Hand Mesh and Biomechanically Feasible Kinematic Parameters Zhipeng Fan Yao Wang 3DH 203 0 0 26 Mar 2023
Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone ImagesComputer Vision and Pattern Recognition (CVPR), 2023 Bowei Du Yecheng Huang Jiaxin Chen Di Huang 220 138 0 25 Mar 2023
FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationIEEE International Conference on Computer Vision (ICCV), 2023 Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan ViT 285 277 0 24 Mar 2023
Factorizers for Distributed Sparse Block Codes Michael Hersche Aleksandar Terzić G. Karunaratne Jovin Langenegger Angeline Pouget G. Cherubini Luca Benini Abu Sebastian Abbas Rahimi 264 4 0 24 Mar 2023
From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft LabelsIEEE International Conference on Computer Vision (ICCV), 2023 Zhendong Yang Ailing Zeng Zhe Li Tianke Zhang Chun Yuan Yu Li 260 118 0 23 Mar 2023
Q-HyViT: Post-Training Quantization of Hybrid Vision Transformers with Bridge Block Reconstruction for IoT SystemsIEEE Internet of Things Journal (IEEE IoT J.), 2023 Jemin Lee Yongin Kwon Sihyeong Park Misun Yu Jeman Park Hwanjun Song ViT MQ 222 12 0 22 Mar 2023
Understanding the Role of the Projector in Knowledge DistillationAAAI Conference on Artificial Intelligence (AAAI), 2023 Roy Miles K. Mikolajczyk 264 44 0 20 Mar 2023
Internal Structure Attention Network for Fingerprint Presentation Attack Detection from Optical Coherence TomographyIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2023 Hao Sun Yilong Zhang Peng Chen Haixia Wang Ronghua Liang 235 6 0 20 Mar 2023
Deep Learning for Camera Calibration and Beyond: A Survey K. Liao Lang Nie Shujuan Huang Chunyu Lin Jing Zhang Yao Zhao Moncef Gabbouj Dacheng Tao 315 39 0 19 Mar 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile DevicesIEEE International Conference on Computer Vision (ICCV), 2023 Chen Tang Li Zhang Huiqiang Jiang Jiahang Xu Ting Cao Quanlu Zhang Yuqing Yang Zhi Wang Mao Yang 136 14 0 17 Mar 2023
Rethinking Model Ensemble in Transfer-based Adversarial AttacksInternational Conference on Learning Representations (ICLR), 2023 Huanran Chen Yichi Zhang Yinpeng Dong Xiao Yang Hang Su Junyi Zhu AAML 340 93 0 16 Mar 2023
MetaMixer: A Regularization Strategy for Online Knowledge Distillation Maorong Wang L. Xiao T. Yamasaki KELM MoE 115 1 0 14 Mar 2023
Bag of Tricks with Quantized Convolutional Neural Networks for image classificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Jie Hu Mengze Zeng Enhua Wu MQ 109 2 0 13 Mar 2023
Deep Generative Fixed-filter Active Noise ControlIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Zheng-wu Luo Dongyuan Shi Xiaoyi Shen Junwei Ji W. Gan 119 23 0 10 Mar 2023
Mark My Words: Dangers of Watermarked Images in ImageNet Kirill Bykov Klaus-Robert Muller Marina M.-C. Höhne 137 7 0 09 Mar 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2023 Jierun Chen Shiu-hong Kao Hao He Weipeng Zhuo Song Wen Chul-Ho Lee Shueng-Han Gary Chan OOD 318 1,430 0 07 Mar 2023
Continuous Sign Language Recognition with Correlation NetworkComputer Vision and Pattern Recognition (CVPR), 2023 Lianyu Hu Liqing Gao Zekang Liu Wei Feng SLR 335 109 0 06 Mar 2023
OASIS: Automated Assessment of Urban Pedestrian Paths at Scale Yuxiang Zhang Suresh Devalapalli Sachin Mehta A. Caspi 172 4 0 04 Mar 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Liwei Yang Xiang Gu Jian Sun 178 19 0 03 Mar 2023
Distilling Multi-Level X-vector Knowledge for Small-footprint Speaker Verification Xuechen Liu Md. Sahidullah Tomi Kinnunen 258 6 0 02 Mar 2023
A Little Bit Attention Is All You Need for Person Re-IdentificationIEEE International Conference on Robotics and Automation (ICRA), 2023 M. Eisenbach Jannik Lübberstedt Dustin Aganian H. Groß 167 3 0 28 Feb 2023
Unification of popular artificial neural network activation functionsFractional Calculus and Applied Analysis (FCAA), 2023 Mohammad Mostafanejad 66 0 0 21 Feb 2023
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks Xueye Zheng Yexin Liu Yunfan Lu Tongyan Hua Tianbo Pan Weiming Zhang Dacheng Tao Lin Wang AI4TS BDL 3DV 289 117 0 17 Feb 2023
A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillationApplied Energy (Appl. Energy), 2023 Jinxia Zhang Xinyi Chen Haikun Wei Kanjian Zhang 179 64 0 15 Feb 2023
Operation-level Progressive Differentiable Architecture SearchIndustrial Conference on Data Mining (IDM), 2021 Xunyu Zhu Jian Li Yong Liu Weiping Wang 167 6 0 11 Feb 2023
Improving Differentiable Architecture Search via Self-DistillationNeural Networks (Neural Netw.), 2023 Xunyu Zhu Jian Li Yong Liu Weiping Wang 246 10 0 11 Feb 2023
Training with Mixed-Precision Floating-Point Assignments Wonyeol Lee Rahul Sharma A. Aiken MQ 207 7 0 31 Jan 2023
Semantic Adversarial Attacks on Face Recognition through Significant AttributesInternational Journal of Computational Intelligence Systems (IJCIS), 2023 Yasmeen M. Khedr Yifeng Xiong Kun He AAML 249 2 0 28 Jan 2023
Joint Training of Deep Ensembles Fails Due to Learner CollusionNeural Information Processing Systems (NeurIPS), 2023 Alan Jeffares Tennison Liu Jonathan Crabbé M. Schaar FedML 342 26 0 26 Jan 2023
BiBench: Benchmarking and Analyzing Network BinarizationInternational Conference on Machine Learning (ICML), 2023 Haotong Qin Mingyuan Zhang Yifu Ding Aoyu Li Zhongang Cai Ziwei Liu Feng Yu Xianglong Liu MQ AAML 261 49 0 26 Jan 2023
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the EdgeIEEE transactions on computers (IEEE Trans. Comput.), 2023 Matteo Risso Luca Bompani Francesco Conti Lorenzo Lamberti Yukai Chen Luca Benini Enrico Macii Massimo Poncino Daniele Jahier Pagliari 212 44 0 24 Jan 2023
Progressive Meta-Pooling Learning for Lightweight Image Classification ModelIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Peijie Dong Xin-Yi Niu Zhiliang Tian Lujun Li Xiaodong Wang Zimian Wei H. Pan Dongsheng Li VLM 150 8 0 24 Jan 2023
GP-NAS-ensemble: a model for NAS Performance Prediction Kunlong Chen Liu Yang Yitian Chen Kunjin Chen Yidan Xu Lujun Li 186 17 0 23 Jan 2023
The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge DistillationInternational Conference on Learning Representations (ICLR), 2023 Huancheng Chen Johnny J. Wang H. Vikalo FedML 210 55 0 21 Jan 2023
Tailor: Altering Skip Connections for Resource-Efficient InferenceACM Transactions on Reconfigurable Technology and Systems (TRETS), 2023 Olivia Weng Gabriel Marcano Vladimir Loncar Alireza Khodamoradi Nojan Sheybani Andres Meza F. Koushanfar K. Denolf Javier Mauricio Duarte Ryan Kastner 210 17 0 18 Jan 2023
FemtoDet: An Object Detection Baseline for Energy Versus Performance TradeoffsIEEE International Conference on Computer Vision (ICCV), 2023 Peng Tu Xu Xie Guo Ai Ming Ling Ya-Yao Huang Yefeng Zheng 284 9 0 17 Jan 2023
DQNAS: Neural Architecture Search using Reinforcement Learning Anshumaan Chauhan S. Bhattacharyya S. Vadivel OOD 75 6 0 17 Jan 2023