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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
RDP-GAN: A Rényi-Differential Privacy based Generative Adversarial Network Chuan Ma Jun Li Ming Ding Bo Liu Kang Wei J. Weng H. Vincent Poor SyDa 33 21 0 04 Jul 2020
Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes Andrew Y. K. Foong W. Bruinsma Jonathan Gordon Yann Dubois James Requeima Richard Turner BDL 95 78 0 02 Jul 2020
Rethinking Channel Dimensions for Efficient Model Design Dongyoon Han Sangdoo Yun Byeongho Heo Y. Yoo 3DV 94 86 0 02 Jul 2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights Shail Dave Riyadh Baghdadi Tony Nowatzki Sasikanth Avancha Aviral Shrivastava Baoxin Li 114 85 0 02 Jul 2020
Automatic Detection of COVID-19 Cases on X-ray images Using Convolutional Neural Networks L. P. Soares C. P. Soares MedIm 15 15 0 02 Jul 2020
Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNet Hao Chen Abhinav Shrivastava 67 14 0 01 Jul 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 175 549 0 01 Jul 2020
A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs Wonjun Ko Eunjin Jeon Heung-Il Suk 48 15 0 01 Jul 2020
Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images Qunliang Xing Mai Xu Tianyi Li Zhenyu Guan 95 51 0 30 Jun 2020
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression Recognition J. Lee Linda Wang A. Wong CVBM 56 38 0 29 Jun 2020
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks Rajat Saini N. Jha B. K. Das Sparsh Mittal C.Krishna Mohan 71 83 0 26 Jun 2020
COVID-19 Screening Using Residual Attention Network an Artificial Intelligence Approach V. Sharma Curtis E. Dyreson 101 18 0 26 Jun 2020
Large-scale detection and categorization of oil spills from SAR images with deep learning F. Bianchi M. M. Espeseth N. Borch 31 70 0 24 Jun 2020
Large image datasets: A pyrrhic win for computer vision? Vinay Uday Prabhu Abeba Birhane 161 367 0 24 Jun 2020
DCNNs: A Transfer Learning comparison of Full Weapon Family threat detection for Dual-Energy X-Ray Baggage Imagery Ashley Williamson Patrick Dickinson Tryphon Lambrou John Murray 22 0 0 23 Jun 2020
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks R. Lokwani A. Gaikwad V. Kulkarni Aniruddha Pant A. Kharat 59 21 0 23 Jun 2020
DO-Conv: Depthwise Over-parameterized Convolutional Layer Jinming Cao Yangyan Li Mingchao Sun Ying-Cong Chen Dani Lischinski Daniel Cohen-Or Baoquan Chen Changhe Tu OOD 101 173 0 22 Jun 2020
Deep Image Orientation Angle Detection S. Maji Smarajit Bose 33 5 0 21 Jun 2020
Learning compact generalizable neural representations supporting perceptual grouping Vijay Veerabadran V. D. Sa 64 2 0 21 Jun 2020
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition Ionut Cosmin Duta Li Liu Fan Zhu Ling Shao 75 198 0 20 Jun 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? F. Iandola Albert Eaton Shaw Ravi Krishna Kurt Keutzer VLM 102 128 0 19 Jun 2020
Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation Hadi Jamali Rad Attila Szabo SSeg 90 1 0 19 Jun 2020
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19 Manu Siddhartha Avik Santra 52 44 0 19 Jun 2020
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances Lukas Hahn Frederik Hasecke A. Kummert 3DPC 66 2 0 17 Jun 2020
MOSQUITO-NET: A deep learning based CADx system for malaria diagnosis along with model interpretation using GradCam and class activation maps Aayush Kumar Sanat B Singh S. Satapathy M. Rout 18 16 0 17 Jun 2020
LRPD: Long Range 3D Pedestrian Detection Leveraging Specific Strengths of LiDAR and RGB Michael Fürst Oliver Wasenmüller D. Stricker 56 13 0 17 Jun 2020
Improving accuracy and speeding up Document Image Classification through parallel systems Javier Ferrando J. L. Domínguez Jordi Torres Raul Garcia David García Daniel Garrido J. Cortada M. Valero 119 26 0 16 Jun 2020
RoadNet-RT: High Throughput CNN Architecture and SoC Design for Real-Time Road Segmentation Lin Bai Yecheng Lyu Xinming Huang AI4TS 171 26 0 13 Jun 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing Guo Felix Juefei Xu Xiaofei Xie Lei Ma Wei Feng Yang Liu Jianjun Zhao CVBM 107 205 0 13 Jun 2020
The DeepFake Detection Challenge (DFDC) Dataset Brian Dolhansky Joanna Bitton Ben Pflaum Jikuo Lu Russ Howes Menglin Wang Cristian Canton Ferrer PICV 92 247 0 12 Jun 2020
CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs Zhen Dong Dequan Wang Qijing Huang Yizhao Gao Yaohui Cai Tian Li Bichen Wu Kurt Keutzer J. Wawrzynek ObjD 61 1 0 12 Jun 2020
Investigating the Impact of Pre-processing and Prediction Aggregation on the DeepFake Detection Task P. Charitidis Giorgos Kordopatis-Zilos Symeon Papadopoulos Y. Kompatsiaris CVBM 40 8 0 12 Jun 2020
Real-Time Video Inference on Edge Devices via Adaptive Model Streaming Mehrdad Khani Shirkoohi Pouya Hamadanian Arash Nasr-Esfahany Mohammad Alizadeh 119 47 0 11 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 170 85 0 10 Jun 2020
Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection Gonzalo Mateo-García Valero Laparra Dan López-Puigdollers L. Gómez-Chova 71 24 0 10 Jun 2020
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment A. Gupta Simon Watson Hujun Yin 103 56 0 10 Jun 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 364 3,032 0 09 Jun 2020
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences Huaying Hao Huazhu Fu Yanwu Xu Jianlong Yang Fei Li Xiulan Zhang Jiang-Dong Liu Yitian Zhao 241 8 0 09 Jun 2020
A Note on Deepfake Detection with Low-Resources Piotr Kawa P. Syga CVBM 26 8 0 09 Jun 2020
EnK: Encoding time-information in convolution Avinash Kumar Singh Chin-Teng Lin 32 1 0 07 Jun 2020
A Robust Attentional Framework for License Plate Recognition in the Wild Linjiang Zhang Peng Wang Hui Li Zhuguo Li Chunhua Shen Yanning Zhang 78 88 0 06 Jun 2020
An Overview of Neural Network Compression James OÑeill AI4CE 164 100 0 05 Jun 2020
Egocentric Object Manipulation Graphs Eadom Dessalene Michael Maynord Chinmaya Devaraj Cornelia Fermuller Yiannis Aloimonos EgoV 86 19 0 05 Jun 2020
Weight Pruning via Adaptive Sparsity Loss George Retsinas Athena Elafrou G. Goumas Petros Maragos 68 10 0 04 Jun 2020
LRNNet: A Light-Weighted Network with Efficient Reduced Non-Local Operation for Real-Time Semantic Segmentation Weihao Jiang Zhaozhi Xie Yaoyi Li Chang-Shu Liu Hongtao Lu SSeg 55 44 0 04 Jun 2020
PolyDL: Polyhedral Optimizations for Creation of High Performance DL primitives Sanket Tavarageri A. Heinecke Sasikanth Avancha Gagandeep Goyal Ramakrishna Upadrasta Bharat Kaul 45 14 0 02 Jun 2020
DPDnet: A Robust People Detector using Deep Learning with an Overhead Depth Camera D. Fuentes-Jiménez Roberto Martín-López Cristina Losada-Gutiérrez D. Casillas-Pérez Javier Macias-Guarasa Daniel Pizarro-Perez C. Vázquez 3DH 43 21 0 01 Jun 2020
Symbol Spotting on Digital Architectural Floor Plans Using a Deep Learning-based Framework A. Rezvanifar Melissa Cote A. Albu 50 30 0 01 Jun 2020
Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction J. Bodapati N. Veeranjaneyulu S. N. Shareef S. Hakak Muhammad Bilal P.K.R. Maddikunta O. Jo MedIm 60 134 0 30 May 2020
Non-Local Graph Neural Networks Meng Liu Zhengyang Wang Shuiwang Ji 135 167 0 29 May 2020