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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
Enabling Voice-Accompanying Hand-to-Face Gesture Recognition with Cross-Device SensingInternational Conference on Human Factors in Computing Systems (CHI), 2023 Zisu Li Cheng Liang Yuntao wang Yue Qin Chun Yu Yukang Yan Mingming Fan Yuanchun Shi 104 15 0 18 Mar 2023
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models Yucheng Ding Chaoyue Niu Fan Wu Shaojie Tang Chengfei Lyu Guihai Chen 140 10 0 18 Mar 2023
Mobiprox: Supporting Dynamic Approximate Computing on MobilesIEEE Internet of Things Journal (IEEE IoT J.), 2023 Matevz Fabjancic O. Machidon Hashim Sharif Yifan Zhao Sasa Misailovic V. Pejović 192 2 0 16 Mar 2023
Gated Compression Layers for Efficient Always-On Models Haiguang Li T. Thormundsson I. Poupyrev N. Gillian 150 3 0 15 Mar 2023
Feature representations useful for predicting image memorability Takumi Harada Hiroyuki Sakai 81 1 0 14 Mar 2023
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge EnvironmentsACM/IEEE International Conference on Mobile Computing and Networking (MobiCom), 2023 Hao Wen Yuanchun Li Zunshuai Zhang Shiqi Jiang Xiaozhou Ye Ouyang Ye Yaqin Zhang Yunxin Liu 219 54 0 13 Mar 2023
The challenge of representation learning: Improved accuracy in deep vision models does not come with better predictions of perceptual similarity F. Günther Marco Marelli M. Petilli SSL 166 0 0 13 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
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 163 5 0 08 Mar 2023
PSDNet: Determination of Particle Size Distributions Using Synthetic Soil Images and Convolutional Neural Networks javad Manashti Pouyan Pirnia Alireza Manashty Sahar Ujan Matthew Toews Franccois Duhaime 49 2 0 07 Mar 2023
Comparing PSDNet, pretrained networks, and traditional feature extraction for predicting the particle size distribution of granular materials from photographs javad Manashti Franccois Duhaime Matthew Toews Pouyan Pirnia Jn Kinsonn Telcy 3DPC 108 0 0 07 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 294 1,389 0 07 Mar 2023
Filter Pruning based on Information Capacity and IndependenceIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Xiaolong Tang Shuo Ye Yufeng Shi Tianheng Hu Qinmu Peng Xinge You VLM 210 4 0 07 Mar 2023
Distilling Multi-Level X-vector Knowledge for Small-footprint Speaker Verification Xuechen Liu Md. Sahidullah Tomi Kinnunen 242 6 0 02 Mar 2023
Neural Video Compression with Diverse ContextsComputer Vision and Pattern Recognition (CVPR), 2023 Jiahao Li Bin Li Yan Lu 356 224 0 28 Feb 2023
DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array Configuration for Real-Time, Low-Latency Speech EnhancementInterspeech (Interspeech), 2023 A. Kovalyov Kashyap Patel Issa Panahi 126 5 0 26 Feb 2023
Dermatological Diagnosis Explainability Benchmark for Convolutional Neural Networks Raluca Jalaboi Ole Winther A. Galimzianova FAtt 168 3 0 23 Feb 2023
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting Zhichen Lai Dalin Zhang Huan Li Christian S. Jensen Hua Lu Yan Zhao AI4TS 157 48 0 23 Feb 2023
SF2Former: Amyotrophic Lateral Sclerosis Identification From Multi-center MRI Data Using Spatial and Frequency Fusion Transformer Rafsanjany Kushol Collin C. Luk Avyarthana Dey M. Benatar H. Briemberg ... R. Welsh A. Wilman L. Zinman S. Kalra Yee-Hong Yang MedIm 156 17 0 21 Feb 2023
MedViT: A Robust Vision Transformer for Generalized Medical Image Classification Omid Nejati Manzari Hamid Ahmadabadi Hossein Kashiani S. B. Shokouhi Ahmad Ayatollahi ViT MedIm 239 294 0 19 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 257 115 0 17 Feb 2023
TFormer: A Transmission-Friendly ViT Model for IoT DevicesIEEE Transactions on Parallel and Distributed Systems (TPDS), 2023 Zhichao Lu Chuntao Ding Felix Juefei Xu Vishnu Boddeti Shangguang Wang Yun Yang 168 21 0 15 Feb 2023
EdgeYOLO: An Edge-Real-Time Object DetectorCybersecurity and Cyberforensics Conference (CC), 2023 Shihan Liu Junli Zha Jian Sun Zhuoao Li G. Wang ObjD 141 59 0 15 Feb 2023
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNsIEEE International Parallel and Distributed Processing Symposium (IPDPS), 2023 Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi Ishan G. Thakkar S. A. Salehi J. Hastings 142 10 0 14 Feb 2023
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and DeploymentConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jared Fernandez Jacob Kahn Clara Na Yonatan Bisk Emma Strubell FedML 275 13 0 13 Feb 2023
Operation-level Progressive Differentiable Architecture SearchIndustrial Conference on Data Mining (IDM), 2021 Xunyu Zhu Jian Li Yong Liu Weiping Wang 155 6 0 11 Feb 2023
Improving Differentiable Architecture Search via Self-DistillationNeural Networks (Neural Netw.), 2023 Xunyu Zhu Jian Li Yong Liu Weiping Wang 210 10 0 11 Feb 2023
To Perceive or Not to Perceive: Lightweight Stacked Hourglass Network Jameel Hassan Abdul Samadh Salwa K. Al Khatib 62 0 0 09 Feb 2023
An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural NetworksIEEE International Symposium on Quality Electronic Design (ISQED), 2023 Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi Ishan G. Thakkar MQ 160 6 0 03 Feb 2023
TT-TFHE: a Torus Fully Homomorphic Encryption-Friendly Neural Network Architecture Adrien Benamira Tristan Guérand Thomas Peyrin Sayandeep Saha 228 8 0 03 Feb 2023
Towards Inference Efficient Deep Ensemble LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Ziyue Li Kan Ren Yifan Yang Xinyang Jiang Yuqing Yang Dongsheng Li BDL 134 17 0 29 Jan 2023
Automatic Modulation Classification with Deep Neural Networks Clayton A. Harper Mitchell A. Thornton Eric C. Larson 89 8 0 27 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 221 49 0 26 Jan 2023
Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide ImagesIEEE International Symposium on Biomedical Imaging (ISBI), 2023 Piotr Keller Muhammad Dawood F. Minhas 70 3 0 23 Jan 2023
Dataset Distillation: A Comprehensive ReviewIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Ruonan Yu Songhua Liu Xinchao Wang DD 298 162 0 17 Jan 2023
RedBit: An End-to-End Flexible Framework for Evaluating the Accuracy of Quantized CNNs A. M. Ribeiro-dos-Santos João Dinis Ferreira O. Mutlu G. Falcão MQ 188 3 0 15 Jan 2023
Learnable Heterogeneous Convolution: Learning both topology and strengthNeural Networks (NN), 2021 Rongzhen Zhao Zhenzhi Wu Qikun Zhang 190 7 0 13 Jan 2023
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attentionIEEE Transactions on Image Processing (IEEE TIP), 2023 Zixuan Chen Zewei He Zhe-ming Lu 154 463 0 12 Jan 2023
Pruning Compact ConvNets for Efficient Inference Sayan Ghosh Karthik Prasad Xiaoliang Dai Peizhao Zhang Bichen Wu Graham Cormode Peter Vajda VLM 158 5 0 11 Jan 2023
Explainability and Robustness of Deep Visual Classification Models Jindong Gu AAML 216 2 0 03 Jan 2023
Rethinking Mobile Block for Efficient Attention-based ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 287 179 0 03 Jan 2023
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teachingIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Jiaqing Zhang Jie Lei Weiying Xie Yunsong Li Wenxuan Wang MQ 221 36 0 31 Dec 2022
Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid NetworkIEEE transactions on multimedia (IEEE TMM), 2022 Wenjie Li Juncheng Li Guangwei Gao Weihong Deng Jian Yang Guo-Jun Qi Chia-Wen Lin SupR 137 22 0 29 Dec 2022
How Do Deepfakes Move? Motion Magnification for Deepfake Source DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 U. Ciftci Ilke Demir 124 14 0 28 Dec 2022
HAC-Net: A Hybrid Attention-Based Convolutional Neural Network for Highly Accurate Protein-Ligand Binding Affinity PredictionJournal of Chemical Information and Modeling (JCIM), 2022 Gregory W. Kyro Rafael I. Brent Victor S. Batista 188 49 0 23 Dec 2022
EuclidNets: An Alternative Operation for Efficient Inference of Deep Learning ModelsSN Computer Science (SN Comput. Sci.), 2022 Xinlin Li Mariana Parazeres Adam M. Oberman Alireza Ghaffari M. Asgharian V. Nia 171 4 0 22 Dec 2022
Vision-Based Environmental Perception for Autonomous DrivingProceedings of the Institution of mechanical engineers. Part D, journal of automobile engineering (Proc. IMechE Part D), 2022 Fei Liu Zihao Lu Xianke Lin 186 35 0 22 Dec 2022
Atrous Space Bender U-Net (ASBU-Net/LogiNet) Anurag Bansal O. Ostap Miguel Maestre Trueba Kristopher Perry SSeg 186 1 0 16 Dec 2022
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-ResolutionIEEE Transactions on Mobile Computing (IEEE TMC), 2022 Stylianos I. Venieris Mario Almeida Royson Lee Nicholas D. Lane SupR 185 7 0 15 Dec 2022
Spatially-resolved Thermometry from Line-of-Sight Emission Spectroscopy via Machine Learning Ruiyuan Kang D. Kyritsis P. Liatsis 78 1 0 15 Dec 2022