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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Masked autoencoders are effective solution to transformer data-hungry Jia-ju Mao Honggu Zhou Xuesong Yin Binling Nie MedIm 327 9 0 12 Dec 2022
Leveraging Unlabeled Data to Track MemorizationInternational Conference on Learning Representations (ICLR), 2022 Mahsa Forouzesh Hanie Sedghi Patrick Thiran NoLa TDI 203 4 0 08 Dec 2022
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Label-free Knowledge Distillation with Contrastive Loss for Light-weight Speaker RecognitionInternational Symposium on Chinese Spoken Language Processing (ISCSLP), 2022 Zhiyuan Peng Xuanji He Ke Ding Tan Lee Guanglu Wan 163 6 0 06 Dec 2022
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AGO: Boosting Mobile AI Inference Performance by Removing Constraints on Graph OptimizationIEEE Conference on Computer Communications (INFOCOM), 2022 Zhiying Xu H. Peng Wei Wang GNN 263 3 0 02 Dec 2022
Curriculum Temperature for Knowledge DistillationAAAI Conference on Artificial Intelligence (AAAI), 2022 Zheng Li Xiang Li Lingfeng Yang Borui Zhao Renjie Song Lei Luo Jun Yu Li Jian Yang 193 222 0 29 Nov 2022
Pruned Lightweight Encoders for Computer VisionIEEE International Workshop on Multimedia Signal Processing (MMSP), 2022 Jakub Žádník M. Mäkitalo P. Jääskeläinen 52 1 0 23 Nov 2022
GhostNetV2: Enhance Cheap Operation with Long-Range AttentionNeural Information Processing Systems (NeurIPS), 2022 Yehui Tang Kai Han Jianyuan Guo Chang Xu Chaoting Xu Yunhe Wang 226 443 0 23 Nov 2022
AugOp: Inject Transformation into Neural Operator Longqing Ye ViT 100 0 0 23 Nov 2022
A Lightweight Domain Adaptive Absolute Pose Regressor Using Barlow Twins Objective Praveenbalaji Rajendran Quoc-Vinh Lai-Dang L. Vecchietti Dongsoo Har 141 1 0 20 Nov 2022
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ParCNetV2: Oversized Kernel with Enhanced AttentionIEEE International Conference on Computer Vision (ICCV), 2022 Ruihan Xu Haokui Zhang Wenze Hu Shiliang Zhang Xiaoyu Wang ViT 238 8 0 14 Nov 2022
FullPack: Full Vector Utilization for Sub-Byte Quantized Inference on General Purpose CPUs Hossein Katebi Navidreza Asadi M. Goudarzi MQ 122 1 0 13 Nov 2022
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Robust Federated Learning against both Data Heterogeneity and Poisoning Attack via Aggregation Optimization Yueqi Xie Weizhong Zhang Renjie Pi Fangzhao Wu Qifeng Chen Xing Xie Sunghun Kim FedML 169 9 0 10 Nov 2022
Designing Network Design Strategies Through Gradient Path AnalysisJournal of information science and engineering (JISE), 2022 Chien-Yao Wang Hongpeng Liao I-Hau Yeh 210 334 0 09 Nov 2022
SG-Shuffle: Multi-aspect Shuffle Transformer for Scene Graph GenerationApplied Informatics (AI), 2022 Anh Duc Bui S. Han Josiah Poon ViT 232 1 0 09 Nov 2022
Understanding the Role of Mixup in Knowledge Distillation: An Empirical StudyIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Hongjun Choi Eunyeong Jeon Ankita Shukla Pavan Turaga 137 9 0 08 Nov 2022
Enhancing Efficiency in Multidevice Federated Learning through Data Selection Fan Mo Mohammad Malekzadeh S. Chatterjee F. Kawsar Akhil Mathur FedML 352 4 0 08 Nov 2022
Learning Visual Locomotion with Cross-Modal SupervisionIEEE International Conference on Robotics and Automation (ICRA), 2022 Antonio Loquercio Ashish Kumar Jitendra Malik SSL 212 52 0 07 Nov 2022
MogaNet: Multi-order Gated Aggregation NetworkInternational Conference on Learning Representations (ICLR), 2022 Siyuan Li Zedong Wang Zicheng Liu Cheng Tan Haitao Lin Di Wu Zhiyuan Chen Jiangbin Zheng Stan Z. Li 245 115 0 07 Nov 2022
Multi-Objective Evolutionary for Object Detection Mobile Architectures Search Haichao Zhang Jiashi Li Xin Xia K. Hao Xuefeng Xiao 170 2 0 05 Nov 2022
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free GrammarsNeural Information Processing Systems (NeurIPS), 2022 Simon Schrodi Daniel Stoll Binxin Ru R. Sukthanker Thomas Brox Katharina Eggensperger 263 9 0 03 Nov 2022
Automated Dominative Subspace Mining for Efficient Neural Architecture Search Yaofo Chen Yong Guo Daihai Liao Fanbing Lv Hengjie Song James Tin-Yau Kwok Zhuliang Yu 338 6 0 31 Oct 2022
FedClassAvg: Local Representation Learning for Personalized Federated Learning on Heterogeneous Neural NetworksInternational Conference on Parallel Processing (ICPP), 2022 Jaehee Jang Heonseok Ha Dahuin Jung Sungroh Yoon FedML 153 57 0 25 Oct 2022
Pushing the Efficiency Limit Using Structured Sparse ConvolutionsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Vinay Kumar Verma Nikhil Mehta Shijing Si Ricardo Henao Lawrence Carin 155 3 0 23 Oct 2022
Respecting Transfer Gap in Knowledge DistillationNeural Information Processing Systems (NeurIPS), 2022 Yulei Niu Long Chen Chan Zhou Hanwang Zhang 210 27 0 23 Oct 2022
Distilling the Undistillable: Learning from a Nasty TeacherEuropean Conference on Computer Vision (ECCV), 2022 Surgan Jandial Yash Khasbage Arghya Pal V. Balasubramanian Balaji Krishnamurthy 224 7 0 21 Oct 2022
Real-Time Driver Monitoring Systems through Modality and View Analysis Yiming Ma Victor Sanchez Soodeh Nikan Devesh Upadhyay Bhushan Atote T. Guha 104 6 0 17 Oct 2022
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image SegmentationInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2022 T. M. Khan Muhammad Arsalan A. Robles-Kelly Erik H. W. Meijering SSeg 121 16 0 15 Oct 2022
An Embarrassingly Simple Backdoor Attack on Self-supervised LearningIEEE International Conference on Computer Vision (ICCV), 2022 Changjiang Li Ren Pang Zhaohan Xi Tianyu Du S. Ji Yuan Yao Ting Wang AAML 295 40 0 13 Oct 2022
Structural Pruning via Latency-Saliency KnapsackNeural Information Processing Systems (NeurIPS), 2022 Maying Shen Hongxu Yin Pavlo Molchanov Lei Mao Jianna Liu J. Álvarez 309 60 0 13 Oct 2022
Latency-aware Spatial-wise Dynamic NetworksNeural Information Processing Systems (NeurIPS), 2022 Yizeng Han Zhihang Yuan Yifan Pu Chenhao Xue Qing Xiao Guangyu Sun Gao Huang 217 28 0 12 Oct 2022
PP-StructureV2: A Stronger Document Analysis System Chenxia Li Ruoyu Guo Jun Zhou Mengtao An Yuning Du Lingfeng Zhu Yi Liu Xiaoguang Hu Dianhai Yu 191 33 0 11 Oct 2022