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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
Inter-layer Transition in Neural Architecture Search Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 103 4 0 30 Nov 2020
Fully Quantized Image Super-Resolution Networks Hu Wang Peng Chen Bohan Zhuang Chunhua Shen SupR MQ 80 30 0 29 Nov 2020
Srifty: Swift and Thrifty Distributed Training on the Cloud Liangchen Luo Peter West Arvind Krishnamurthy Luis Ceze 51 11 0 29 Nov 2020
Multi-objective Neural Architecture Search with Almost No Training Shengran Hu Ran Cheng Cheng He Zhichao Lu 43 6 0 27 Nov 2020
Energy Drain of the Object Detection Processing Pipeline for Mobile Devices: Analysis and Implications Haoxin Wang Baekgyu Kim Jiang Xie Zhu Han 37 15 0 26 Nov 2020
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 116 124 0 25 Nov 2020
Auto Graph Encoder-Decoder for Neural Network Pruning Sixing Yu Arya Mazaheri Ali Jannesari GNN 81 40 0 25 Nov 2020
MicroNet: Towards Image Recognition with Extremely Low FLOPs Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Lei Zhang Nuno Vasconcelos 73 25 0 24 Nov 2020
Benchmarking Inference Performance of Deep Learning Models on Analog Devices Omobayode Fagbohungbe Lijun Qian 55 7 0 24 Nov 2020
Synthesis and Pruning as a Dynamic Compression Strategy for Efficient Deep Neural Networks Alastair Finlinson S. Moschoyiannis 47 1 0 23 Nov 2020
FP-NAS: Fast Probabilistic Neural Architecture Search Zhicheng Yan Xiaoliang Dai Peizhao Zhang Yuandong Tian Bichen Wu Matt Feiszli 93 23 0 22 Nov 2020
BARS: Joint Search of Cell Topology and Layout for Accurate and Efficient Binary ARchitectures Tianchen Zhao Xuefei Ning Xiangsheng Shi Songyi Yang Shuang Liang Peng Lei Jianfei Chen Huazhong Yang Yu Wang MQ 100 7 0 21 Nov 2020
Larq Compute Engine: Design, Benchmark, and Deploy State-of-the-Art Binarized Neural Networks T. Bannink Arash Bakhtiari Adam Hillier Lukas Geiger T. D. Bruin Leon Overweel J. Neeven K. Helwegen 3DV MQ 64 37 0 18 Nov 2020
MGIC: Multigrid-in-Channels Neural Network Architectures Moshe Eliasof Jonathan Ephrath Lars Ruthotto Eran Treister 105 8 0 17 Nov 2020
Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets Hamza Osman Ilhan Gorkem Serbes N. Aydin 57 32 0 17 Nov 2020
Digging Deeper into CRNN Model in Chinese Text Images Recognition Kunhong Yu Yuze Zhang 36 2 0 17 Nov 2020
Learning Efficient GANs for Image Translation via Differentiable Masks and co-Attention Distillation Shaojie Li Mingbao Lin Yan Wang Yong Li Ling Shao Rongrong Ji 86 33 0 17 Nov 2020
FRDet: Balanced and Lightweight Object Detector based on Fire-Residual Modules for Embedded Processor of Autonomous Driving Seontaek Oh Jihwan You Young-Keun Kim ObjD 29 5 0 16 Nov 2020
Deep Multimodal Fusion by Channel Exchanging Yikai Wang Wenbing Huang Gang Hua Tingyang Xu Yu Rong Junzhou Huang 76 246 0 10 Nov 2020
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection Qijian Zhang Runmin Cong Junhui Hou Chongyi Li Yao-Min Zhao 83 63 0 10 Nov 2020
FRILL: A Non-Semantic Speech Embedding for Mobile Devices J. Peplinski Joel Shor Sachin P. Joglekar Jake Garrison Shwetak N. Patel 68 24 0 09 Nov 2020
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning H. Alshazly C. Linse Erhardt Barth T. Martinetz 85 162 0 09 Nov 2020
MAGNeto: An Efficient Deep Learning Method for the Extractive Tags Summarization Problem H. Phung A. Vu Tung D. Nguyen Lam Thanh Do Giang Nam Ngo Trung Thanh Tran Hà Nội ViT 29 0 0 09 Nov 2020
Real-time object detection method based on improved YOLOv4-tiny Zicong Jiang Liquan Zhao Shuaiyang Li Yanfei Jia ObjD 23 5 0 09 Nov 2020
Depthwise Multiception Convolution for Reducing Network Parameters without Sacrificing Accuracy Guoqing Bao M. Graeber Xiuying Wang 75 5 0 07 Nov 2020
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds Yara Ali Alnaggar Mohamed Afifi K. Amer Mohamed ElHelw 3DPC 83 44 0 03 Nov 2020
Analytical aspects of non-differentiable neural networks G. P. Leonardi Matteo Spallanzani 38 1 0 03 Nov 2020
CooGAN: A Memory-Efficient Framework for High-Resolution Facial Attribute Editing Xuanhong Chen Bingbing Ni Naiyuan Liu Ziang Liu Yiliu Jiang Loc Truong Qi Tian CVBM 77 15 0 03 Nov 2020
IOS: Inter-Operator Scheduler for CNN Acceleration Yaoyao Ding Ligeng Zhu Zhihao Jia Gennady Pekhimenko Song Han 81 75 0 02 Nov 2020
Dynamically Throttleable Neural Networks (TNN) Hengyue Liu Samyak Parajuli Jesse Hostetler S. Chai B. Bhanu 52 4 0 01 Nov 2020
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets Kai Han Yunhe Wang Qiulin Zhang Wei Zhang Chunjing Xu Tong Zhang 74 89 0 28 Oct 2020
Real-Time Edge Classification: Optimal Offloading under Token Bucket Constraints Ayan Chakrabarti Roch Guérin Chenyang Lu Jiangnan Liu 47 16 0 26 Oct 2020
Deep Neural Mobile Networking Chaoyun Zhang 74 1 0 23 Oct 2020
Dense Dual-Path Network for Real-time Semantic Segmentation Xinneng Yang Yan Wu Junqiao Zhao Feilin Liu SSeg 84 12 0 21 Oct 2020
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles Ran Xu Chen-Da Liu-Zhang Pengcheng Wang Jayoung Lee Subrata Mitra Somali Chaterji Yin Li S. Bagchi 66 60 0 21 Oct 2020
Optimising the Performance of Convolutional Neural Networks across Computing Systems using Transfer Learning Rik Mulder Valentin Radu Christophe Dubach 43 2 0 20 Oct 2020
AutoBSS: An Efficient Algorithm for Block Stacking Style Search Yikang Zhang Jian Zhang Zhaobai Zhong 71 4 0 20 Oct 2020
MimicNorm: Weight Mean and Last BN Layer Mimic the Dynamic of Batch Normalization Wen Fei Wenrui Dai Chenglin Li Junni Zou H. Xiong 39 1 0 19 Oct 2020
VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data Yinhao Li Yutaro Iwamoto Lanfen Lin R. Xu Yenwei Chen SupR 69 39 0 16 Oct 2020
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment Y. Nie Yiqun Lin Xiaoguang Han Shihui Guo Jian Chang Shuguang Cui Jianjun Zhang 3DPC 72 44 0 14 Oct 2020
Towards Optimal Filter Pruning with Balanced Performance and Pruning Speed Dong Li Sitong Chen Xudong Liu Yunda Sun Li Zhang VLM 28 4 0 14 Oct 2020
Coarse and fine-grained automatic cropping deep convolutional neural network Jingfei Chang 29 0 0 13 Oct 2020
Impact of Thermal Throttling on Long-Term Visual Inference in a CPU-based Edge Device Théo Benoit-Cattin Delia Velasco-Montero Jorge Fernández-Berni 60 26 0 13 Oct 2020
Direct Federated Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta FedML 67 16 0 13 Oct 2020
Oort: Efficient Federated Learning via Guided Participant Selection Fan Lai Xiangfeng Zhu H. Madhyastha Mosharaf Chowdhury FedML OODD 133 275 0 12 Oct 2020
Convolutional Neural Network optimization via Channel Reassessment Attention module YuTao Shen Ying Wen 19 9 0 12 Oct 2020
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification Yulin Wang Kangchen Lv Rui Huang Shiji Song Le Yang Gao Huang 3DH 54 151 0 11 Oct 2020
Multi-path Neural Networks for On-device Multi-domain Visual Classification Qifei Wang Junjie Ke Joshua Greaves Grace Chu Gabriel Bender ... Andrew G. Howard Feng Yang Ming-Hsuan Yang Jeff Gilbert P. Milanfar 73 8 0 10 Oct 2020
Training Binary Neural Networks through Learning with Noisy Supervision Kai Han Yunhe Wang Yixing Xu Chunjing Xu Enhua Wu Chang Xu MQ 63 57 0 10 Oct 2020
Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge Transfer Mahdi Ghorbani Fahimeh Fooladgar S. Kasaei AAML 53 0 0 09 Oct 2020