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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
Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head Penghui Yang Chen-Chen Zong Sheng-Jun Huang Lei Feng Bo An 388 2 0 13 Nov 2024
Learning Morphisms with Gauss-Newton Approximation for Growing Networks Neal Lawton Aram Galstyan Greg Ver Steeg 153 0 0 07 Nov 2024
Centerness-based Instance-aware Knowledge Distillation with Task-wise Mutual Lifting for Object Detection on Drone Imagery Bowei Du Zhixuan Liao Yanan Zhang Zhi Cai Jiaxin Chen Di Huang 293 1 0 05 Nov 2024
MBDRes-U-Net: Multi-Scale Lightweight Brain Tumor Segmentation Network Longfeng Shen Yanqi Hou Jiacong Chen Liangjin Diao Yaxi Duan 99 1 0 04 Nov 2024
Decoupling Dark Knowledge via Block-wise Logit Distillation for Feature-level AlignmentIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024 Chengting Yu Fengzhao Zhang Ruizhe Chen Zuozhu Liu Shurun Tan Er-ping Li Aili Wang 305 5 0 03 Nov 2024
Multiple Information Prompt Learning for Cloth-Changing Person Re-IdentificationIEEE Transactions on Image Processing (TIP), 2024 Shengxun Wei Zan Gao Yibo Zhao Weili Guan Weili Guan Shengyong Chen 404 5 0 01 Nov 2024
TrAct: Making First-layer Pre-Activations TrainableNeural Information Processing Systems (NeurIPS), 2024 Felix Petersen Christian Borgelt Stefano Ermon 143 0 0 31 Oct 2024
FusedInf: Efficient Swapping of DNN Models for On-Demand Serverless Inference Services on the EdgeIFIP International Information Security Conference (IIS), 2024 Sifat Ut Taki Arthi Padmanabhan Spyridon Mastorakis 118 1 0 28 Oct 2024
Complexity Matters: Effective Dimensionality as a Measure for Adversarial Robustness David Khachaturov Robert D. Mullins AAML 148 1 0 24 Oct 2024
LoRA-C: Parameter-Efficient Fine-Tuning of Robust CNN for IoT Devices Chuntao Ding Xu Cao Jianhang Xie Linlin Fan Shangguang Wang Zhichao Lu 258 11 0 22 Oct 2024
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?Neural Information Processing Systems (NeurIPS), 2024 Lingao Xiao Yang He DD 308 11 0 21 Oct 2024
Preview-based Category Contrastive Learning for Knowledge Distillation Muhe Ding Yue Yu Xue Dong Xiaojie Li Pengda Qin Tian Gan Liqiang Nie VLM 210 0 0 18 Oct 2024
CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler DivergenceIndustrial Conference on Data Mining (IDM), 2024 Zao Zhang Huaming Chen Pei Ning Nan Yang Dong Yuan 194 1 0 17 Oct 2024
Towards Better Multi-head Attention via Channel-wise Sample Permutation Shen Yuan Hongteng Xu 231 2 0 14 Oct 2024
Reducing Data Bottlenecks in Distributed, Heterogeneous Neural NetworksInternational Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), 2024 Ruhai Lin Rui-Jie Zhu Nhan Duy Truong 166 1 0 12 Oct 2024
Distilling Invariant Representations with Dual Augmentation Nikolaos Giakoumoglou Tania Stathaki 263 0 0 12 Oct 2024
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space ModelNeural Information Processing Systems (NeurIPS), 2024 Fei Xie Weijia Zhang Zhongdao Wang Chao Ma Mamba 256 17 0 09 Oct 2024
Efficient and Robust Knowledge Distillation from A Stronger Teacher Based on Correlation Matching Wenqi Niu Yingchao Wang Guohui Cai Hanpo Hou 157 2 0 09 Oct 2024
Edge-Cloud Collaborative Satellite Image Analysis for Efficient Man-Made Structure Recognition Kaicheng Sheng Junxiao Xue Hui Zhang 107 0 0 08 Oct 2024
Designing Concise ConvNets with Columnar StagesInternational Conference on Learning Representations (ICLR), 2024 Ashish Kumar Jaesik Park MQ 336 0 0 05 Oct 2024
Multi-Scale Fusion for Object RepresentationInternational Conference on Learning Representations (ICLR), 2024 Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen OCL VOS 267 4 0 02 Oct 2024
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-TimeEuropean Conference on Computer Vision (ECCV), 2024 Chiao-An Yang Ziwei Liu Raymond A. Yeh 144 1 0 01 Oct 2024
Student-Oriented Teacher Knowledge Refinement for Knowledge DistillationACM Multimedia (MM), 2024 Yaxin Peng Yaomin Huang Haokun Zhu Jinsong Fan Guixu Zhang 207 1 0 27 Sep 2024
Learning from Pattern Completion: Self-supervised Controllable GenerationNeural Information Processing Systems (NeurIPS), 2024 Zhiqiang Chen Guofan Fan Jinying Gao Lei Ma Bo Lei Tiejun Huang Shan Yu 161 1 0 27 Sep 2024
EfficientCrackNet: A Lightweight Model for Crack SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Abid Hasan Zim Aquib Iqbal Zaid Al-Huda Asad U. Malik Minoru Kuribayash 183 7 0 26 Sep 2024
Dataset Distillation-based Hybrid Federated Learning on Non-IID Data Xiufang Shi Wei Zhang Mincheng Wu Guangyi Liu Z. Wen Shibo He Tejal Shah R. Ranjan DD FedML 279 1 0 26 Sep 2024
$Enhancing Logits Distillation with Plug\&Play Kendall's $τ$ Ranking Loss$ Enhancing Logits Distillation with Plug\&Play Kendall's $τ$ Ranking Loss Yuchen Guan Runxi Cheng Kang Liu Chun Yuan 313 0 0 26 Sep 2024
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images Wentao Wang Xili Wang SSeg 247 4 0 16 Sep 2024
Pushing Joint Image Denoising and Classification to the Edge Thomas C Markhorst Jan van Gemert O. Kayhan 152 0 0 13 Sep 2024
Brain-Inspired Stepwise Patch Merging for Vision TransformersInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Yonghao Yu Dongcheng Zhao Guobin Shen Yiting Dong Yi Zeng 314 0 0 11 Sep 2024
ALSS-YOLO: An Adaptive Lightweight Channel Split and Shuffling Network for TIR Wildlife Detection in UAV ImageryIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024 Ang He Xiaobo Li Ximei Wu Chengyue Su Jing Chen Sheng Xu Xiaobin Guo 178 23 0 10 Sep 2024
LoCa: Logit Calibration for Knowledge DistillationEuropean Conference on Artificial Intelligence (ECAI), 2024 Runming Yang Taiqiang Wu Yujiu Yang 249 4 0 07 Sep 2024
Low-Resolution Object Recognition with Cross-Resolution Relational Contrastive Distillation Kangkai Zhang Shiming Ge Ruixin Shi Dan Zeng 193 20 0 04 Sep 2024
Adaptive Explicit Knowledge Transfer for Knowledge Distillation H. Park Jong-seok Lee 206 2 0 03 Sep 2024
MedDet: Generative Adversarial Distillation for Efficient Cervical Disc Herniation DetectionIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024 Zeyu Zhang Nengmin Yi Shengbo Tan Ying Cai Yi Yang Lei Xu Qingtai Li Zhang Yi Daji Ergu Yang Zhao MedIm 212 11 0 30 Aug 2024
DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness DetectionInternational Conference on Pattern Recognition (ICPR), 2024 Gourav Siddhad Sayantan Dey Partha Pratim Roy Mamba 172 4 0 28 Aug 2024
Finding Closure: A Closer Look at the Gestalt Law of Closure in Convolutional Neural Networks Yuyan Zhang Derya Soydaner Lisa Koßmann Fatemeh Behrad Johan Wagemans 130 1 0 22 Aug 2024
NeuFlow v2: Push High-Efficiency Optical Flow To the Limit Zhiyong Zhang Aniket Gupta Huaizu Jiang H. Singh 3DH 290 1 0 19 Aug 2024
Knowledge Distillation with Refined Logits Wujie Sun Defang Chen Siwei Lyu Genlang Chen Chun-Yen Chen Can Wang 311 4 0 14 Aug 2024
A lightweight YOLOv5-FFM model for occlusion pedestrian detection Xiangjie Luo Bo Shao Zhihao Cai Yingxun Wang 196 3 0 13 Aug 2024
A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation Koushik Biswas Ridal Pal Shaswat Patel Debesh Jha Meghana Karri ... M. Antalek Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci 185 2 0 11 Aug 2024
AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing PipelinesInternational Conference on Machine Learning and Applications (ICMLA), 2024 Renjith Prasad Chathurangi Shyalika Ramtin Zand Fadi El Kalach R. Venkataramanan R. Harik Amit P. Sheth 166 1 0 05 Aug 2024
Advancing Green AI: Efficient and Accurate Lightweight CNNs for Rice Leaf Disease Identification Khairun Saddami Yiran Luo Mutia Zahramita Muhammad Shahreeza Safiruz 71 4 0 03 Aug 2024
PrivateGaze: Preserving User Privacy in Black-box Mobile Gaze Tracking ServicesProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2024 Chu Qiao Cong Wang Zhenkai Zhang Guohao Lan PICV 272 7 0 01 Aug 2024
AxiomVision: Accuracy-Guaranteed Adaptive Visual Model Selection for Perspective-Aware Video AnalyticsACM Multimedia (MM), 2024 Xiangxiang Dai Zeyu Zhang Peng Yang Yuedong Xu Xutong Liu J. C. Lui 285 12 0 29 Jul 2024
Sparse Refinement for Efficient High-Resolution Semantic Segmentation Zhijian Liu Zhuoyang Zhang Samir Khaki Shang Yang Haotian Tang Chenfeng Xu Kurt Keutzer Song Han SSeg 278 2 0 26 Jul 2024
LCA-on-the-Line: Benchmarking Out-of-Distribution Generalization with Class Taxonomies Jia Shi Gautam Gare Jinjin Tian Siqi Chai Zhiqiu Lin Arun Vasudevan Di Feng Francesco Ferroni Shu Kong VLM OODD OOD 224 13 0 22 Jul 2024
MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets Peng Liao Xilu Wang Yaochu Jin WenLi Du 168 1 0 18 Jul 2024
Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics Completion Gabriel Mejía Daniela Ruiz Paula Cárdenas Leonardo Manrique Daniela Vega Pablo Arbelaez 90 0 0 17 Jul 2024
AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs Yunling Zheng Zeyi Xu Fanghui Xue Biao Yang Jiancheng Lyu Shuai Zhang Y. Qi Jack Xin 180 0 0 16 Jul 2024