Xception: Deep Learning with Depthwise Separable Convolutions

7 October 2016

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

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Title
Rethinking on Multi-Stage Networks for Human Pose Estimation Wenbo Li Zhicheng Wang Binyi Yin Qixiang Peng Yuming Du Tianzi Xiao Gang Yu Hongtao Lu Yichen Wei Jian Sun 3DH 33 242 0 01 Jan 2019
A Performance Comparison of Loss Functions for Deep Face Recognition Yash Srivastava Vaishnav Murali S. Dubey CVBM 33 47 0 01 Jan 2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 26 124 0 31 Dec 2018
Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning Deepak Mittal S. Bhardwaj Mitesh M. Khapra Balaraman Ravindran 3DPC 36 31 0 26 Dec 2018
Slimmable Neural Networks Jiahui Yu L. Yang N. Xu Jianchao Yang Thomas Huang 38 548 0 21 Dec 2018
A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Yesmina Jaâfra J. Laurent A. Deruyver M. Naceur OOD 13 14 0 17 Dec 2018
Automatic quantification of the LV function and mass: a deep learning approach for cardiovascular MRI A. Curiale F. D. Colavecchia G. Mato 14 32 0 14 Dec 2018
FA-RPN: Floating Region Proposals for Face Detection Mahyar Najibi Bharat Singh L. Davis CVBM ObjD 39 41 0 13 Dec 2018
IPOD: Intensive Point-based Object Detector for Point Cloud Zetong Yang Yanan Sun Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 45 158 0 13 Dec 2018
C3: Concentrated-Comprehensive Convolution and its application to semantic segmentation Hyojin Park Y. Yoo Geonseok Seo Dongyoon Han Sangdoo Yun Nojun Kwak SSeg 24 9 0 12 Dec 2018
Kernel Transformer Networks for Compact Spherical Convolution Yu-Chuan Su Kristen Grauman ViT 33 124 0 07 Dec 2018
Fast and Accurate Person Re-Identification with RMNet Evgeny Izutov 3DH 32 6 0 06 Dec 2018
Timeception for Complex Action Recognition Noureldien Hussein E. Gavves A. Smeulders 21 212 0 04 Dec 2018
SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation Md Shamim Hussain M. A. Haque 28 48 0 01 Dec 2018
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation Jishnu Mukhoti Y. Gal UQCV BDL 33 220 0 30 Nov 2018
EV-SegNet: Semantic Segmentation for Event-based Cameras Inigo Alonso Ana C. Murillo 39 138 0 29 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 29 393 0 28 Nov 2018
Future Segmentation Using 3D Structure Suhani Vora R. Mahjourian S. Pirk A. Angelova 3DPC 27 8 0 28 Nov 2018
MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices C. Duong Kha Gia Quach Ibsa Jalata Nghia T. Nguyen Khoa Luu CVBM 3DH 36 58 0 27 Nov 2018
Dense xUnit Networks I. Kligvasser T. Michaeli 21 3 0 27 Nov 2018
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments Abdul Dakkak Cheng-rong Li Simon Garcia De Gonzalo Jinjun Xiong Wen-mei W. Hwu 21 19 0 24 Nov 2018
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation Bohan Zhuang Chunhua Shen Mingkui Tan Lingqiao Liu Ian Reid MQ 27 152 0 22 Nov 2018
HAQ: Hardware-Aware Automated Quantization with Mixed Precision Kuan-Chieh Jackson Wang Zhijian Liu Chengyue Wu Ji Lin Song Han MQ 71 872 0 21 Nov 2018
Building Efficient Deep Neural Networks with Unitary Group Convolutions Ritchie Zhao Yuwei Hu Jordan Dotzel Christopher De Sa Zhiru Zhang 32 28 0 19 Nov 2018
Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer K. Nagpal Davis Foote Yun-Hui Liu Po-Hsuan Cameron Chen Chen ... A. Evans A. Sangoi C. Mermel J. Hipp Martin C. Stumpe 14 408 0 15 Nov 2018
ShuffleDet: Real-Time Vehicle Detection Network in On-board Embedded UAV Imagery S. Azimi 19 35 0 15 Nov 2018
Neural Image Compression for Gigapixel Histopathology Image Analysis David Tellez G. Litjens Jeroen van der Laak F. Ciompi 35 206 0 07 Nov 2018
How deep is deep enough? -- Quantifying class separability in the hidden layers of deep neural networks Junhong Lin C. Metzner Andreas K. Maier V. Cevher Holger Schulze Patrick Krauss 23 56 0 05 Nov 2018
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale Alina Kuznetsova H. Rom N. Alldrin J. Uijlings Ivan Krasin ... S. Popov Matteo Malloci Alexander Kolesnikov Tom Duerig V. Ferrari ObjD VLM 40 1,334 0 02 Nov 2018
MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis Nesreen Ahmed Theodore L. Willke M. Schaar 22 32 0 30 Oct 2018
Quantization for Rapid Deployment of Deep Neural Networks J. Lee Sangwon Ha Saerom Choi Won-Jo Lee Seungwon Lee MQ 14 48 0 12 Oct 2018
Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks Sanghyun Hong Michael Davinroy Yigitcan Kaya S. Locke Ian Rackow Kevin Kulda Dana Dachman-Soled Tudor Dumitras MIACV 25 90 0 08 Oct 2018
Light-Weight RefineNet for Real-Time Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 24 147 0 08 Oct 2018
Benchmark Analysis of Representative Deep Neural Network Architectures Simone Bianco Rémi Cadène Luigi Celona Paolo Napoletano BDL 14 671 0 01 Oct 2018
MobileFace: 3D Face Reconstruction with Efficient CNN Regression N. Chinaev A. Chigorin Ivan Laptev CVBM 3DH 13 29 0 24 Sep 2018
Shift-based Primitives for Efficient Convolutional Neural Networks Huasong Zhong Xianggen Liu Yihui He Yuchun Ma 35 20 0 22 Sep 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 69 1,754 0 20 Sep 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Vladimir Nekrasov Thanuja Dharmasiri Andrew Spek Tom Drummond Chunhua Shen Ian Reid 31 148 0 13 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 24 123 0 10 Sep 2018
Binary Classification of Alzheimer Disease using sMRI Imaging modality and Deep Learning Ahsan Bin Tufail Qiu-Na Zhang Yong-Kui Ma MedIm 19 88 0 09 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 77 2,427 0 06 Sep 2018
Towards Efficient Convolutional Neural Network for Domain-Specific Applications on FPGA Ruizhe Zhao Ho-Cheung Ng Wayne Luk Xinyu Niu 24 34 0 04 Sep 2018
MesoNet: a Compact Facial Video Forgery Detection Network Darius Afchar Vincent Nozick Junichi Yamagishi Isao Echizen CVBM PICV 24 1,228 0 04 Sep 2018
Smoothed Dilated Convolutions for Improved Dense Prediction Zhengyang Wang Shuiwang Ji 27 160 0 27 Aug 2018
Network Decoupling: From Regular to Depthwise Separable Convolutions Jianbo Guo Yuxi Li Weiyao Lin Yurong Chen Jianguo Li 3DV OOD 19 84 0 16 Aug 2018
A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images Pascal Sturmfels S. Rutherford Mike Angstadt Mark Peterson Chandra S. Sripada Jenna Wiens MedIm 27 23 0 11 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 25 242 0 11 Aug 2018
Training Compact Neural Networks with Binary Weights and Low Precision Activations Bohan Zhuang Chunhua Shen Ian Reid MQ 13 14 0 08 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 39 2,182 0 02 Aug 2018
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation Minyoung Chung Jingyu Lee Minkyung Lee Jeongjin Lee Y. Shin MedIm 27 27 0 02 Aug 2018