Xception: Deep Learning with Depthwise Separable Convolutions

7 October 2016

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

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Title
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images H. Pinckaers Bram van Ginneken G. Litjens MedIm 29 94 0 11 Nov 2019
XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification E. Rahimian Soheil Zabihi S. F. Atashzar A. Asif Arash Mohammadi 32 45 0 09 Nov 2019
MLPerf Inference Benchmark Vijayarāghava Reḍḍī C. Cheng David Kanter Pete H Mattson Guenther Schmuelling ... Bing Yu George Y. Yuan Aaron Zhong P. Zhang Yuchen Zhou 31 488 0 06 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 16 336 0 01 Nov 2019
A CNN-based methodology for breast cancer diagnosis using thermal images Juan Pablo Zuluaga Z. A. Masry K. Benaggoune Safa Meraghni Noureddine Zerhouni 22 147 0 30 Oct 2019
Convolutional Conditional Neural Processes Jonathan Gordon W. Bruinsma Andrew Y. K. Foong James Requeima Yann Dubois Richard Turner BDL 25 162 0 29 Oct 2019
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong 19 106 0 28 Oct 2019
Region Mutual Information Loss for Semantic Segmentation Shuai Zhao Yang Wang Zheng Yang Deng Cai VLM 23 125 0 26 Oct 2019
Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network Bin Sun Ming Shao Siyu Xia Y. Fu 3DH CVBM 17 2 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 27 49 0 24 Oct 2019
Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch Kaiyang Zhou Tao Xiang 38 117 0 22 Oct 2019
Self-Correction for Human Parsing Peike Li Yunqiu Xu Yunchao Wei Yezhou Yang 27 326 0 22 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 50 11 0 21 Oct 2019
Component Attention Guided Face Super-Resolution Network: CAGFace Ratheesh Kalarot Tao Li Fatih Porikli CVBM SupR 23 36 0 19 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 45 668 0 16 Oct 2019
Learning Generalisable Omni-Scale Representations for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 30 217 0 15 Oct 2019
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis Xihui Liu Guojun Yin Jing Shao Xiaogang Wang Hongsheng Li 34 205 0 15 Oct 2019
Complement Face Forensic Detection and Localization with FacialLandmarks Kritaphat Songsri-in S. Zafeiriou CVBM 22 31 0 12 Oct 2019
Capsule and convolutional neural network-based SAR ship classification in Sentinel-1 data Leonardo De Laurentiis Andrea Pomente Fabio Del Frate G. Schiavon 11 12 0 11 Oct 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 18 605 0 10 Oct 2019
Vehicle Re-identification with Viewpoint-aware Metric Learning Ruihang Chu Yifan Sun Yadong Li Ziwei Liu Chi Zhang Yichen Wei 34 172 0 09 Oct 2019
REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs J. Orlando Huazhu Fu J. Barbosa-Breda K. V. Keer Deepti R. Bathula ... Fei Li Xiulan Zhang Yanwu Xu Xiulan Zhang Hrvoje Bogunović 13 608 0 08 Oct 2019
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Qilong Wang Banggu Wu Peng Fei Zhu P. Li W. Zuo Q. Hu 70 3,900 0 08 Oct 2019
MIOpen: An Open Source Library For Deep Learning Primitives Jehandad Khan Paul Fultz Artem Tamazov Daniel Lowell Chao-Jung Liu ... Vasilii Filippov Jing Zhang Jing Zhou Bragadeesh Natarajan Mayank Daga VLM MoE 20 38 0 30 Sep 2019
Spatio-Temporal FAST 3D Convolutions for Human Action Recognition Alexandros Stergiou R. Poppe 3DH 20 19 0 30 Sep 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 149 1,051 0 27 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 48 349 0 25 Sep 2019
Stochastic Conditional Generative Networks with Basis Decomposition Ze Wang Xiuyuan Cheng Guillermo Sapiro Qiang Qiu GAN 24 18 0 25 Sep 2019
Unsupervised Deep Features for Privacy Image Classification C. Sitaula Yong Xiang Sunil Aryal Xuequan Lu 27 15 0 24 Sep 2019
Structured Binary Neural Networks for Image Recognition Bohan Zhuang Chunhua Shen Mingkui Tan Peng Chen Lingqiao Liu Ian Reid MQ 24 17 0 22 Sep 2019
Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation Qiqi Hou Feng Liu 30 145 0 20 Sep 2019
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds Huan Lei Naveed Akhtar Ajmal Mian 3DPC 30 166 0 20 Sep 2019
Student Engagement Detection Using Emotion Analysis, Eye Tracking and Head Movement with Machine Learning Prabin Sharma Shubham Joshi Subash Gautam Sneha Maharjan Salik Ram Khanal M. Reis João Barroso Vítor Manuel de Jesus Filipe 14 92 0 18 Sep 2019
A Data-Center FPGA Acceleration Platform for Convolutional Neural Networks Xiaoyu Yu Yuwei Wang Jie Miao Ephrem Wu Heng Zhang Yu Meng Bo Zhang Biao Min Dewei Chen Jianlin Gao 33 21 0 17 Sep 2019
Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT Images Hoileong Lee Tahreema N. Matin F. Gleeson Vicente Grau 11 11 0 16 Sep 2019
A few filters are enough: Convolutional Neural Network for P300 Detection Alicia Montserrat Alvarado-González Gibran Fuentes Pineda J. Cervantes-Ojeda 19 17 0 16 Sep 2019
Graph-guided Architecture Search for Real-time Semantic Segmentation Peiwen Lin Peng Sun Guangliang Cheng Sirui Xie Xi Li Jianping Shi GNN 3DPC 24 94 0 15 Sep 2019
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces Run Wang Felix Juefei Xu Lei Ma Xiaofei Xie Yihao Huang Jian-Xun Wang Yang Liu AAML CVBM 23 54 0 13 Sep 2019
FoodTracker: A Real-time Food Detection Mobile Application by Deep Convolutional Neural Networks Jianing Sun K. Radecka Z. Zilic HAI 34 19 0 13 Sep 2019
VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep Residual Networks Shuang Gao Xin Liu Lung-Sheng Chien William Zhang J. Álvarez VLM 3DPC 24 15 0 10 Sep 2019
Exploring Temporal Differences in 3D Convolutional Neural Networks Gagan Kanojia Sudhakar Kumawat Shanmuganathan Raman 3DPC AI4TS 21 3 0 07 Sep 2019
3D U $^2$ -Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Chao Huang Hu Han Qingsong Yao Shankuan Zhu S. Kevin Zhou OOD SSeg 29 71 0 04 Sep 2019
CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images Yanning Zhou S. Graham Navid Alemi Koohbanani Muhammad Shaban Pheng-Ann Heng Nasir M. Rajpoot MedIm 34 173 0 03 Sep 2019
Customizable Architecture Search for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Jingen Liu Ting Yao Dong Liu Tao Mei 25 142 0 26 Aug 2019
Don't ignore Dropout in Fully Convolutional Networks T. Spilsbury Paavo Camps SSeg 19 2 0 24 Aug 2019
SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search Xiangxiang Chu Bo Zhang Qingyuan Li Ruijun Xu Xudong Li 26 24 0 16 Aug 2019
LIP: Local Importance-based Pooling Ziteng Gao Limin Wang Gangshan Wu FAtt 42 94 0 12 Aug 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 28 876 0 10 Aug 2019
Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations Bohan Zhuang Jing Liu Mingkui Tan Lingqiao Liu Ian Reid Chunhua Shen MQ 29 45 0 10 Aug 2019
BlurNet: Defense by Filtering the Feature Maps Ravi Raju Mikko H. Lipasti AAML 42 15 0 06 Aug 2019