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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
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 145 193 0 21 Dec 2019
DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration Wenxiao Wang Shuai Zhao Minghao Chen Jinming Hu Deng Cai Haifeng Liu 85 37 0 21 Dec 2019
Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks Andrey Kuzmin Markus Nagel Saurabh Pitre Sandeep Pendyam Tijmen Blankevoort Max Welling 70 27 0 20 Dec 2019
Pruning by Explaining: A Novel Criterion for Deep Neural Network Pruning Seul-Ki Yeom P. Seegerer Sebastian Lapuschkin Alexander Binder Simon Wiedemann K. Müller Wojciech Samek CVBM 81 210 0 18 Dec 2019
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation Taha Emara H. A. E. Munim Hazem M. Abbas SSeg 112 69 0 13 Dec 2019
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices Delia Velasco-Montero Jorge Fernández-Berni R. Carmona-Galán Á. Rodríguez-Vázquez 39 21 0 13 Dec 2019
Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model Hamid Reza Mohammadi S. H. Khasteh Tahereh Firoozi Taha Samavati 98 20 0 12 Dec 2019
STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods Shayan Hassantabar Xiaoliang Dai N. Jha 3DV 65 17 0 12 Dec 2019
Learning Depth-Guided Convolutions for Monocular 3D Object Detection Mingyu Ding Yuqi Huo Hongwei Yi Zhe Wang Jianping Shi Zhiwu Lu Ping Luo 3DPC 113 317 0 10 Dec 2019
Dynamic Convolution: Attention over Convolution Kernels Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Lu Yuan Zicheng Liu 146 899 0 07 Dec 2019
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference Thomas Verelst Tinne Tuytelaars 75 153 0 06 Dec 2019
FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation Chaitanya Kaul Nick E. Pears Hang Dai Roderick Murray-Smith S. Manandhar SSeg 39 6 0 04 Dec 2019
Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification Zhichao Lu Ian Whalen Yashesh D. Dhebar Kalyanmoy Deb E. Goodman W. Banzhaf Vishnu Boddeti 70 11 0 03 Dec 2019
MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices Bo Chen Golnaz Ghiasi Hanxiao Liu Nayeon Lee Dmitry Kalenichenko Hartwig Adam Quoc V. Le ObjD 63 53 0 02 Dec 2019
Diversifying Inference Path Selection: Moving-Mobile-Network for Landmark Recognition Biao Qian Yang Wang Zhao Zhang Richang Hong Meng Wang Ling Shao 48 12 0 01 Dec 2019
DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction Yanjun Li M. Rezaei Chenglong Li Xiaolin Li D. Wu 3DV 63 62 0 01 Dec 2019
SGAS: Sequential Greedy Architecture Search Ge Li Guocheng Qian Itzel C. Delgadillo Matthias Muller Ali K. Thabet Guohao Li 3DPC 84 188 0 30 Nov 2019
Semi-Relaxed Quantization with DropBits: Training Low-Bit Neural Networks via Bit-wise Regularization J. H. Lee Jihun Yun Sung Ju Hwang Eunho Yang MQ 22 0 0 29 Nov 2019
Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory Julien Herrmann Olivier Beaumont Lionel Eyraud-Dubois J. Herrmann Alexis Joly Alena Shilova BDL 75 30 0 27 Nov 2019
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 121 3,163 0 27 Nov 2019
GhostNet: More Features from Cheap Operations Kai Han Yunhe Wang Qi Tian Jianyuan Guo Chunjing Xu Chang Xu 107 2,715 0 27 Nov 2019
Deep Image Deraining Via Intrinsic Rainy Image Priors and Multi-scale Auxiliary Decoding Yinglong Wang Chao Ma B. Zeng 24 2 0 25 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search Xukai Xie Yuan Zhou S. Kung 76 36 0 24 Nov 2019
Fast Sparse ConvNets Erich Elsen Marat Dukhan Trevor Gale Karen Simonyan 177 154 0 21 Nov 2019
Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition Bing Xu Andrew Tulloch Yunpeng Chen Xiaomeng Yang Lin Qiao 68 4 0 19 Nov 2019
Distributed Low Precision Training Without Mixed Precision Zehua Cheng Weiyan Wang Yan Pan Thomas Lukasiewicz MQ 52 5 0 18 Nov 2019
Benanza: Automatic $μ$ Benchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs Cheng-rong Li Abdul Dakkak Jinjun Xiong Wen-mei W. Hwu 86 11 0 16 Nov 2019
Understanding the Disharmony between Weight Normalization Family and Weight Decay: $ε-$ shifted $L_2$ Regularizer Li Xiang Chen Shuo Xia Yan Yang Jian 59 2 0 14 Nov 2019
Knowledge Representing: Efficient, Sparse Representation of Prior Knowledge for Knowledge Distillation Junjie Liu Dongchao Wen Hongxing Gao Wei Tao Tse-Wei Chen Kinya Osa Masami Kato 81 21 0 13 Nov 2019
Learning Non-Parametric Invariances from Data with Permanent Random Connectomes Dipan K. Pal Akshay Chawla Marios Savvides 43 1 0 13 Nov 2019
Learning Deep Bilinear Transformation for Fine-grained Image Representation Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 89 150 0 09 Nov 2019
Model Adaption Object Detection System for Robot Jingwen Fu Licheng Zong Yuan Li Keben. Li B. Yang Xibei Liu 55 10 0 07 Nov 2019
Small-Footprint Keyword Spotting on Raw Audio Data with Sinc-Convolutions Simon Mittermaier Ludwig Kurzinger Bernd Waschneck Gerhard Rigoll 74 57 0 05 Nov 2019
Eye Semantic Segmentation with a Lightweight Model V. Huynh Soohyung Kim Gueesang Lee Hyung-Jeong Yang VLM 3DV 67 17 0 04 Nov 2019
Ternary MobileNets via Per-Layer Hybrid Filter Banks Dibakar Gope Jesse G. Beu Urmish Thakker Matthew Mattina MQ 69 15 0 04 Nov 2019
FDDWNet: A Lightweight Convolutional Neural Network for Real-time Sementic Segmentation Jia-Wei Liu Quan Zhou Yong Qiang B. Kang Xiaofu Wu B. Zheng SSeg 75 52 0 02 Nov 2019
On-Device Machine Learning: An Algorithms and Learning Theory Perspective Sauptik Dhar Junyao Guo Jiayi Liu S. Tripathi Unmesh Kurup Mohak Shah 129 144 0 02 Nov 2019
LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks Jonathan Ephrath Moshe Eliasof Lars Ruthotto E. Haber Eran Treister 140 17 0 29 Oct 2019
Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters Kaifeng Bi Changping Hu Lingxi Xie Xin Chen Longhui Wei Qi Tian 84 50 0 25 Oct 2019
Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network Bin Sun Ming Shao Siyu Xia Y. Fu 3DH CVBM 66 2 0 25 Oct 2019
Fast Hardware-Aware Neural Architecture Search Li Zhang Yuqing Yang Yuhang Jiang Wenwu Zhu Yunxin Liu 3DV 68 61 0 25 Oct 2019
Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments Zhen-Liang Ni Guibin Bian Z. Hou Xiao-Hu Zhou Xiaoliang Xie Zhen Li 107 51 0 24 Oct 2019
Contrastive Representation Distillation Yonglong Tian Dilip Krishnan Phillip Isola 249 1,057 0 23 Oct 2019
Efficient Decoupled Neural Architecture Search by Structure and Operation Sampling Heung-Chang Lee Do-Guk Kim Bohyung Han 54 6 0 23 Oct 2019
Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch Kaiyang Zhou Tao Xiang 147 119 0 22 Oct 2019
CPWC: Contextual Point Wise Convolution for Object Recognition Pratik Mazumder Pravendra Singh Vinay P. Namboodiri 3DPC 52 12 0 21 Oct 2019
Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks Yihui He Jianing Qian Jianren Wang Cindy X. Le Congrui Hetang Qi Lyu Wenping Wang Tianwei Yue 99 11 0 21 Oct 2019
Automatic Generation of Multi-precision Multi-arithmetic CNN Accelerators for FPGAs Yiren Zhao Xitong Gao Xuan Guo Junyi Liu Erwei Wang Robert D. Mullins P. Cheung George A. Constantinides Chengzhong Xu MQ 46 31 0 21 Oct 2019
SPEC2: SPECtral SParsE CNN Accelerator on FPGAs Yue Niu Hanqing Zeng Ajitesh Srivastava Kartik Lakhotia Rajgopal Kannan Yanzhi Wang Viktor Prasanna MQ 44 8 0 16 Oct 2019
Tiny Video Networks A. Piergiovanni A. Angelova Michael S. Ryoo 141 46 0 15 Oct 2019