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Xception: Deep Learning with Depthwise Separable Convolutions

7 October 2016

Papers citing "Xception: Deep Learning with Depthwise Separable Convolutions"

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Title
HENet:A Highly Efficient Convolutional Neural Networks Optimized for Accuracy, Speed and Storage Qiuyu Zhu Ruixin Zhang 3DH 39 5 0 07 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 883 0 03 Mar 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes Yuhong Li Xiaofan Zhang Deming Chen 182 1,348 0 27 Feb 2018
L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks Shuang Wu Guoqi Li Lei Deng Liu Liu Yuan Xie Luping Shi 82 117 0 27 Feb 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 91 713 0 26 Feb 2018
Fast Interactive Image Retrieval using large-scale unlabeled data Akshay Mehra Jihun Hamm M. Belkin 28 3 0 12 Feb 2018
FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy Zheng Qin Zhaoning Zhang Xiaotao Chen Yuxing Peng MQ 73 104 0 11 Feb 2018
Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification Rodrigo Minetto Maurício Pamplona Segundo Sudeep Sarkar 95 134 0 10 Feb 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices Yihui He Ji Lin Zhijian Liu Hanrui Wang Li Li Song Han 154 1,351 0 10 Feb 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 233 2,777 0 09 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 594 13,279 0 07 Feb 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 374 3,052 0 05 Feb 2018
Recovering from Random Pruning: On the Plasticity of Deep Convolutional Neural Networks Deepak Mittal S. Bhardwaj Mitesh M. Khapra Balaraman Ravindran VLM 80 66 0 31 Jan 2018
Generative Adversarial Networks using Adaptive Convolution Nhat M. Nguyen Nilanjan Ray GAN 27 1 0 25 Jan 2018
Effective Building Block Design for Deep Convolutional Neural Networks using Search Jayanta K. Dutta Jiayi Liu Unmesh Kurup Mohak Shah 3DV 80 11 0 25 Jan 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Wu Xinhan Di Baoquan Chen 3DPC 279 2,463 0 23 Jan 2018
Human Activity Recognition for Mobile Robot Iyiola E. Olatunji 54 13 0 23 Jan 2018
EffNet: An Efficient Structure for Convolutional Neural Networks Ido Freeman L. Roese-Koerner A. Kummert 116 101 0 19 Jan 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 645 19,472 0 13 Jan 2018
Prototypicality effects in global semantic description of objects Omar Vidal Pino Erickson R. Nascimento M. Campos 41 2 0 12 Jan 2018
Improved Regularization Techniques for End-to-End Speech Recognition Yingbo Zhou Caiming Xiong R. Socher 68 19 0 19 Dec 2017
Improving End-to-End Speech Recognition with Policy Learning Yingbo Zhou Caiming Xiong R. Socher 95 40 0 19 Dec 2017
Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images Kuang Gong Jaewon Yang Kyungsang Kim Xiaofeng Liu Youngho Seo Quanzheng Li 68 95 0 17 Dec 2017
clcNet: Improving the Efficiency of Convolutional Neural Network using Channel Local Convolutions Dong-Qing Zhang 60 10 0 17 Dec 2017
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 237 1,336 0 13 Dec 2017
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features Liang-Chieh Chen Alexander Hermans George Papandreou Florian Schroff Peng Wang Hartwig Adam ISeg 95 349 0 13 Dec 2017
Deep Quaternion Networks Chase J. Gaudet Anthony Maida 66 167 0 13 Dec 2017
Fingerprint Spoof Buster T. Chugh Kai Cao Anil K. Jain 55 175 0 12 Dec 2017
Towards Practical Verification of Machine Learning: The Case of Computer Vision Systems Kexin Pei Linjie Zhu Yinzhi Cao Junfeng Yang Carl Vondrick Suman Jana AAML 122 103 0 05 Dec 2017
Towards High Performance Video Object Detection Xizhou Zhu Jifeng Dai Lu Yuan Yichen Wei ObjD 102 245 0 30 Nov 2017
Relation Networks for Object Detection Han Hu Jiayuan Gu Zheng Zhang Jifeng Dai Yichen Wei ObjD 171 1,230 0 30 Nov 2017
CondenseNet: An Efficient DenseNet using Learned Group Convolutions Gao Huang Shichen Liu Laurens van der Maaten Kilian Q. Weinberger 146 800 0 25 Nov 2017
Deep Expander Networks: Efficient Deep Networks from Graph Theory Ameya Prabhu G. Varma A. Namboodiri GNN 142 72 0 23 Nov 2017
W-Net: A Deep Model for Fully Unsupervised Image Segmentation Xide Xia Brian Kulis SSeg 74 256 0 22 Nov 2017
Integral Human Pose Regression Xiao Sun Bin Xiao Fangyin Wei Shuang Liang Yichen Wei 3DH 151 811 0 22 Nov 2017
AlignedReID: Surpassing Human-Level Performance in Person Re-Identification Xuan Zhang Haowen Luo Xing Fan Weilai Xiang Yixiao Sun Qiqi Xiao Wei Jiang Fangqiu Yi Jian Sun 98 504 0 22 Nov 2017
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions Bichen Wu Alvin Wan Xiangyu Yue Peter H. Jin Sicheng Zhao Noah Golmant A. Gholaminejad Joseph E. Gonzalez Kurt Keutzer 3DPC 121 365 0 22 Nov 2017
Hello Edge: Keyword Spotting on Microcontrollers Yundong Zhang Naveen Suda Liangzhen Lai Vikas Chandra 135 438 0 20 Nov 2017
Mobile Video Object Detection with Temporally-Aware Feature Maps Mason Liu Menglong Zhu ObjD 94 197 0 17 Nov 2017
Moonshine: Distilling with Cheap Convolutions Elliot J. Crowley Gavia Gray Amos Storkey 91 121 0 07 Nov 2017
Hierarchical Representations for Efficient Architecture Search Hanxiao Liu Karen Simonyan Oriol Vinyals Chrisantha Fernando Koray Kavukcuoglu 3DV 211 930 0 01 Nov 2017
Towards Effective Low-bitwidth Convolutional Neural Networks Bohan Zhuang Chunhua Shen Mingkui Tan Lingqiao Liu Ian Reid MQ 110 234 0 01 Nov 2017
Optimization Landscape and Expressivity of Deep CNNs Quynh N. Nguyen Matthias Hein 114 29 0 30 Oct 2017
Real-time Convolutional Neural Networks for Emotion and Gender Classification Octavio Arriaga Matias Valdenegro-Toro Paul G. Plöger 3DH 63 297 0 20 Oct 2017
Human Pose Regression by Combining Indirect Part Detection and Contextual Information D. Luvizon Hedi Tabia David Picard 3DH 108 239 0 06 Oct 2017
Rethink ReLU to Training Better CNNs Gangming Zhao Zhaoxiang Zhang He Guan Peng Tang Jingdong Wang 60 6 0 19 Sep 2017
Coupled Ensembles of Neural Networks Anuvabh Dutt D. Pellerin Georges Quénot OOD 74 35 0 18 Sep 2017
Wide and deep volumetric residual networks for volumetric image classification Varun Arvind A. Costa Marcus A. Badgeley Samuel K. Cho Eric Oermann 3DPC MedIm 69 15 0 18 Sep 2017
Group-level Emotion Recognition using Transfer Learning from Face Identification Alexandr G. Rassadin Alexey Gruzdev Andrey V. Savchenko CVBM 50 62 0 06 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 600 26,779 0 05 Sep 2017