Title
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Deep Networks for Direction-of-Arrival Estimation in Low SNRIEEE Transactions on Signal Processing (TSP), 2020 G. Papageorgiou M. Sellathurai Yonina C. Eldar 126 257 0 17 Nov 2020
Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels Hai-Tao Zheng Ruiyang Liu Zihao Zhang Ning Ding Ying Shen Li Tao Haitao Zheng 146 0 0 17 Nov 2020
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Deep learning for biomedical photoacoustic imaging: A review J. Gröhl Melanie Schellenberg Kris K. Dreher Lena Maier-Hein 236 213 0 05 Nov 2020
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A Comprehensive Comparison of End-to-End Approaches for Handwritten Digit String RecognitionExpert systems with applications (ESWA), 2020 A. G. Hochuli A. Britto David A. Saji J. M. Saavedra R. Sabourin Luiz Eduardo Soares de Oliveira 113 16 0 29 Oct 2020
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Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A ReviewComputers in Biology and Medicine (Comput Biol Med), 2020 Shahabedin Nabavi Azar Ejmalian M. Moghaddam A. A. Abin Alejandro F. Frangi M. Mohammadi H. S. Rad 176 36 0 01 Oct 2020
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Image Separation with Side Information: A Connected Auto-Encoders Based ApproachIEEE Transactions on Image Processing (TIP), 2020 Wei Pu B. Sober Nathan Daly Zahra Sabetsarvestani C. Higgitt Ingrid Daubechies M. Rodrigues GAN 142 3 0 16 Sep 2020
Time-Based Roofline for Deep Learning Performance AnalysisDynamic Languages Symposium (DLS), 2020 Yunsong Wang Charlene Yang Jordan Dudley Yan Zhang Thorsten Kurth Samuel Williams 225 20 0 09 Sep 2020
Local Temperature Scaling for Probability CalibrationIEEE International Conference on Computer Vision (ICCV), 2020 Zhipeng Ding Xu Han Peirong Liu Marc Niethammer 325 97 0 12 Aug 2020
Deep Learning Based Brain Tumor Segmentation: A SurveyComplex & Intelligent Systems (CIS), 2020 Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 255 286 0 18 Jul 2020
Fruit classification using deep feature maps in the presence of deceptive similar classesIEEE International Joint Conference on Neural Network (IJCNN), 2020 Mohit Dandekar Narinder Singh Punn S. K. Sonbhadra Sonali Agarwal 109 6 0 12 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 267 98 0 02 Jul 2020
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Move-to-Data: A new Continual Learning approach with Deep CNNs, Application for image-class recognition Miltiadis Poursanidis J. Benois-Pineau A. Zemmari Boris Mansencal A. Rugy CLL 87 6 0 12 Jun 2020
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AdaSwarm: Augmenting Gradient-Based optimizers in Deep Learning with Swarm Intelligence Rohan Mohapatra Snehanshu Saha C. Coello Anwesh Bhattacharya S. Dhavala S. Saha ODL 198 25 0 19 May 2020
North Atlantic Right Whales Up-call Detection Using Multimodel Deep Learning Ali K. Ibrahim H. Zhuang Laurent Chérubin N. Erdol Gregory O Corry-Crowe Ali Muhamed Ali 66 0 0 17 May 2020
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Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image Yaoming Cai Zijia Zhang Z. Cai Xiaobo Liu Xinwei Jiang Qin Yan 139 115 0 22 Apr 2020
When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks Zhiyu Zhu Zhen-Peng Bian Xianqiang Lyu Yi Wang Lap-Pui Chau 115 2 0 19 Apr 2020
Deep Attentive Generative Adversarial Network for Photo-Realistic Image De-Quantization Yang Zhang Changhui Hu Xiaobo Lu GAN 116 1 0 07 Apr 2020
Not all domains are equally complex: Adaptive Multi-Domain LearningInternational Conference on Pattern Recognition (ICPR), 2020 Ali Senhaji Jenni Raitoharju Moncef Gabbouj Alexandros Iosifidis OOD 108 11 0 25 Mar 2020
Gimme Signals: Discriminative signal encoding for multimodal activity recognitionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Raphael Memmesheimer Nick Theisen Dietrich Paulus 245 58 0 13 Mar 2020
Mass Estimation of Galaxy Clusters with Deep Learning I: Sunyaev-Zel'dovich EffectAstrophysical Journal (ApJ), 2020 N. Gupta C. Reichardt 209 16 0 13 Mar 2020
Channel Pruning via Optimal ThresholdingInternational Conference on Neural Information Processing (ICONIP), 2020 Yun Ye Ganmei You Jong-Kae Fwu Xia Zhu Q. Yang Yuan Zhu 214 14 0 10 Mar 2020
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional NetworksEuropean Signal Processing Conference (EUSIPCO), 2020 Karim Guirguis Christoph Schorn A. Guntoro Sherif Abdulatif Bin Yang 76 66 0 03 Mar 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering ModelsPattern Recognition (Pattern Recognit.), 2020 M. Farazi Salman H. Khan Nick Barnes 188 18 0 20 Jan 2020
An adversarial learning framework for preserving users' anonymity in face-based emotion recognition Vansh Narula Zinan Lin Wang Theodora Chaspari PICV 97 3 0 16 Jan 2020
Evolution of Image Segmentation using Deep Convolutional Neural Network: A SurveyKnowledge-Based Systems (KBS), 2020 F. Sultana Abu Sufian P. Dutta SSeg 343 286 0 13 Jan 2020
Hyperparameters optimization for Deep Learning based emotion prediction for Human Robot Interaction S. Jaiswal G. C. Nandi 82 2 0 12 Jan 2020