Papers citing 'Recent Advances in Convolutional Neural Networks'

Title
Competing Ratio Loss for Discriminative Multi-class Image Classification Kecheng Zhang Yurong Guo Xinsheng Wang Dongliang Chang Zhenbing Zhao Zhanyu Ma T. Han 161 5 0 25 Dec 2019
Pruning by Explaining: A Novel Criterion for Deep Neural Network PruningPattern Recognition (Pattern Recognit.), 2019 Seul-Ki Yeom P. Seegerer Sebastian Lapuschkin Alexander Binder Simon Wiedemann K. Müller Wojciech Samek CVBM 217 238 0 18 Dec 2019
CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUsInternational Conference on Electronics, Circuits, and Systems (ICECS), 2019 Luca Mocerino A. Calimera MQ 169 9 0 19 Nov 2019
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted DataNeural Information Processing Systems (NeurIPS), 2019 Qian Lou Bo Feng Geoffrey C. Fox Lei Jiang FedML 221 98 0 16 Nov 2019
Defensive Few-shot LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Wenbin Li Lei Wang Xingxing Zhang Lei Qi Jing Huo Yang Gao Jiebo Luo 192 9 0 16 Nov 2019
Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma Ahmad Chaddad Saima Rathore Mingli Zhang Christian Desrosiers T. Niazi 77 12 0 15 Nov 2019
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis Tianfu Li Zhibin Zhao Chuang Sun Li Cheng Xuefeng Chen Ruqaing Yan Ruize Gao 194 428 0 12 Nov 2019
Limited View and Sparse Photoacoustic Tomography for Neuroimaging with Deep LearningScientific Reports (Sci Rep), 2019 Steven Guan Amir A. Khan S. Sikdar P. Chitnis 150 99 0 11 Nov 2019
LeanConvNets: Low-cost Yet Effective Convolutional Neural NetworksIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2019 Jonathan Ephrath Moshe Eliasof Lars Ruthotto E. Haber Eran Treister 272 18 0 29 Oct 2019
Deep localization of protein structures in fluorescence microscopy images Muhammad Tahir Saeed Anwar Lin Wang A. W. Muzaffar 131 5 0 09 Oct 2019
MASTER: Multi-Aspect Non-local Network for Scene Text RecognitionPattern Recognition (Pattern Recognit.), 2019 Ning Lu Wenwen Yu Xianbiao Qi Yihao Chen Ping Gong Rong Xiao Xiang Bai 191 173 0 07 Oct 2019
Automated design of error-resilient and hardware-efficient deep neural networks Christoph Schorn T. Elsken Sebastian Vogel Armin Runge A. Guntoro G. Ascheid AAML 123 34 0 30 Sep 2019
Machine Learning for Paper Grammage Prediction Based on Sensor Measurements in Paper Mills Hosny A. Abbas 27 0 0 25 Sep 2019
Software Engineering Meets Deep Learning: A Mapping Study Fabio Ferreira L. L. Silva M. T. Valente 260 9 0 25 Sep 2019
ScieNet: Deep Learning with Spike-assisted Contextual Information ExtractionPattern Recognition (Pattern Recognit.), 2019 Xueyuan She Yun Long D. Kim Saibal Mukhopadhyay 105 8 0 11 Sep 2019
Semantic Correlation Promoted Shape-Variant Context for SegmentationComputer Vision and Pattern Recognition (CVPR), 2019 Henghui Ding Xudong Jiang Bing Shuai A. Liu Gang Wang ISeg 230 177 0 05 Sep 2019
What are Neural Networks made of? Rene Schaub ODL 45 0 0 25 Aug 2019
Deep learning for Plankton and Coral ClassificationApplied Computing and Informatics (ACI), 2019 A. Lumini L. Nanni Gianluca Maguolo 153 68 0 15 Aug 2019
Deep Neural Network Hyperparameter Optimization with Orthogonal Array TuningInternational Conference on Neural Information Processing (ICONIP), 2019 Xiang Zhang Xiaocong Chen Lina Yao Chang Ge Manqing Dong OOD 124 88 0 31 Jul 2019
A Multi-Scale Mapping Approach Based on a Deep Learning CNN Model for Reconstructing High-Resolution Urban DEMs Lingxiu Jiang Yang Hu X. Xia Q. Liang Andrea Soltoggio 129 13 0 19 Jul 2019
Automatic vocal tract landmark localization from midsagittal MRI dataScientific Reports (Sci Rep), 2019 M. Eslami C. Neuschaefer-Rube A. Serrurier 191 17 0 18 Jul 2019
Deep Learning For Face Recognition: A Critical Analysis A. Shepley 3DH 133 29 0 12 Jul 2019
Neuron ranking -- an informed way to condense convolutional neural networks architecture Kamil Adamczewski Mijung Park FAtt 125 3 0 03 Jul 2019
Classification of glomerular hypercellularity using convolutional features and support vector machine Paulo Chagas Luiz Souza I. Araújo N. Aldeman A. Duarte M. Angelo Washington L. C. dos-Santos Luciano Oliveira 74 66 0 28 Jun 2019
PoseConvGRU: A Monocular Approach for Visual Ego-motion Estimation by LearningPattern Recognition (Pattern Recognit.), 2019 Guangyao Zhai Lu Liu Linjiang Zhang Yong Liu 150 13 0 19 Jun 2019
Mixture separability loss in a deep convolutional network for image classificationIET Image Processing (IET Image Process.), 2019 T. Do Cheng-Bin Jin Hakil Kim Van Huan Nguyen 84 2 0 16 Jun 2019
iProStruct2D: Identifying protein structural classes by deep learning via 2D representationsExpert systems with applications (ESWA), 2019 L. Nanni A. Lumini Federica Pasquali S. Brahnam 3DV 43 13 0 11 Jun 2019
BDNet: Bengali Handwritten Numeral Digit Recognition based on Densely connected Convolutional Neural NetworksJournal of King Saud University: Computer and Information Sciences (JSUCIS), 2019 Abu Sufian Anirudha Ghosh Avijit Naskar F. Sultana Jaya Sil M M Hafizur Rahman 295 42 0 10 Jun 2019
Deep Learning based Cephalometric Landmark Identification using Landmark-dependent Multi-scale Patches Chonho Lee C. Tanikawa Jaeyeon Lim T. Yamashiro 47 19 0 07 Jun 2019
Improving Variational Autoencoder with Deep Feature Consistent and Generative Adversarial Training Xianxu Hou Ke Sun Linlin Shen Guoping Qiu GAN DRL 140 55 0 04 Jun 2019
Object Detection in 20 Years: A SurveyProceedings of the IEEE (Proc. IEEE), 2019 Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 407 2,999 0 13 May 2019
Inner-Imaging Networks: Put Lenses into Convolutional Structure Yang Hu Guihua Wen Mingnan Luo Dan Dai Wenming Cao Zhiwen Yu Wendy Hall 157 3 0 22 Apr 2019
Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey A. Yazdizadeh Zachary Patterson Bilal Farooq AI4TS 68 58 0 18 Apr 2019
BS-Nets: An End-to-End Framework For Band Selection of Hyperspectral Image Yaoming Cai Xiaobo Liu Z. Cai 87 212 0 17 Apr 2019
Fast object detection in compressed JPEG Images Benjamin Deguerre Clément Chatelain Gilles Gasso ObjD 108 32 0 16 Apr 2019
A Deep Journey into Super-resolution: A survey Saeed Anwar Salman Khan Nick Barnes SupR 213 450 0 16 Apr 2019
LeanResNet: A Low-cost Yet Effective Convolutional Residual Networks Jonathan Ephrath Lars Ruthotto E. Haber Eran Treister 101 4 0 15 Apr 2019
Learning Digital Camera Pipeline for Extreme Low-Light Imaging Syed Waqas Zamir Aditya Arora Salman Khan Fahad Shahbaz Khan Ling Shao 147 37 0 11 Apr 2019
Deep Cytometry: Deep learning with Real-time Inference in Cell Sorting and Flow Cytometry Yueqin Li A. Mahjoubfar C. Chen K. Niazi Li Pei Bahram Jalali 69 92 0 09 Apr 2019
Scene Graph Generation with External Knowledge and Image Reconstruction Jiuxiang Gu Handong Zhao Zhe Lin Sheng Li Jianfei Cai Mingyang Ling 257 309 0 01 Apr 2019
Optimising the Input Image to Improve Visual Relationship Detection Noel Mizzi A. Muscat 74 2 0 26 Mar 2019
Unpaired Image Captioning via Scene Graph Alignments Jiuxiang Gu Shafiq Joty Jianfei Cai Handong Zhao Xu Yang G. Wang GNN 204 187 0 26 Mar 2019
Deep Octonion Networks Jiasong Wu Ling Xu Youyong Kong L. Senhadji H. Shu 153 48 0 20 Mar 2019
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per NeuronFrontiers in Neuroscience (Front. Neurosci.), 2019 Milad Mozafari M. Ganjtabesh A. Nowzari-Dalini T. Masquelier 218 104 0 06 Mar 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 685 2,522 0 17 Jan 2019
A Multi-Object Rectified Attention Network for Scene Text Recognition Canjie Luo Lianwen Jin Zenghui Sun 207 282 0 10 Jan 2019
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and DefensesComputer Vision and Pattern Recognition (CVPR), 2018 Jérôme Rony L. G. Hafemann Luiz Eduardo Soares de Oliveira Ismail Ben Ayed R. Sabourin Eric Granger AAML 252 316 0 23 Nov 2018
A Novel Learning-based Global Path Planning Algorithm for Planetary Rovers Jiang Zhang Yuanqing Xia Ganghui Shen 89 39 0 23 Nov 2018
Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation Philip Smith Cuixian Chen CVBM 72 60 0 18 Nov 2018
Predicting Distresses using Deep Learning of Text Segments in Annual Reports R. Matin Casper Hansen Christian B. Hansen Pia Mølgaard 57 75 0 13 Nov 2018