Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution von Lucas, Alice, Lopez-Tapia, Santiago, Molina, Rafael, Katsaggelos, Aggelos K.

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A survey of classical methods and new trends in pansharpening of multispectral images von Amro, Israa, Mateos, Javier, Vega, Miguel, Molina, Rafael, Katsaggelos, Aggelos K

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Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function von Petmezas, Georgios, Cheimariotis, Grigorios-Aris, Stefanopoulos, Leandros, Rocha, Bruno, Paiva, Rui Pedro, Katsaggelos, Aggelos K, Maglaveras, Nicos

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Video Super-Resolution With Convolutional Neural Networks von Kappeler, Armin, Seunghwan Yoo, Qiqin Dai, Katsaggelos, Aggelos K.

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Sparse Bayesian Methods for Low-Rank Matrix Estimation von Babacan, S. Derin, Luessi, Martin, Molina, Rafael, Katsaggelos, Aggelos K.

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Guided Event Filtering: Synergy Between Intensity Images and Neuromorphic Events for High Performance Imaging von Duan, Peiqi, Wang, Zihao W., Shi, Boxin, Cossairt, Oliver, Huang, Tiejun, Katsaggelos, Aggelos K.

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Crowdsourcing with the drift diffusion model of decision making von Lalvani, Shamal, Katsaggelos, Aggelos

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Neuroimaging modality fusion in Alzheimer's classification using convolutional neural networks von Punjabi, Arjun, Martersteck, Adam, Wang, Yanran, Parrish, Todd B, Katsaggelos, Aggelos K

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Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets von Petmezas, Georgios, Haris, Kostas, Stefanopoulos, Leandros, Kilintzis, Vassilis, Tzavelis, Andreas, Rogers, John A, Katsaggelos, Aggelos K, Maglaveras, Nicos

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Robust and Low-Rank Representation for Fast Face Identification With Occlusions von Iliadis, Michael, Haohong Wang, Molina, Rafael, Katsaggelos, Aggelos K.

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Adaptive Image Sampling Using Deep Learning and Its Application on X-Ray Fluorescence Image Reconstruction von Dai, Qiqin, Chopp, Henry, Pouyet, Emeline, Cossairt, Oliver, Walton, Marc, Katsaggelos, Aggelos K.

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DeepCOVID-XR: An Artificial Intelligence Algorithm to Detect COVID-19 on Chest Radiographs Trained and Tested on a Large U.S. Clinical Data Set von Wehbe, Ramsey M, Sheng, Jiayue, Dutta, Shinjan, Chai, Siyuan, Dravid, Amil, Barutcu, Semih, Wu, Yunan, Cantrell, Donald R, Xiao, Nicholas, Allen, Bradley D, MacNealy, Gregory A, Savas, Hatice, Agrawal, Rishi, Parekh, Nishant, Katsaggelos, Aggelos K

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Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO von Morales-Alvarez, Pablo, Ruiz, Pablo, Coughlin, Scott, Molina, Rafael, Katsaggelos, Aggelos K.

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Bayesian Compressive Sensing Using Laplace Priors von Babacan, S.D., Molina, R., Katsaggelos, A.K.

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Variational Bayesian Super Resolution von Babacan, S Derin, Molina, Rafael, Katsaggelos, Aggelos K

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Anomalous video event detection using spatiotemporal context von Jiang, Fan, Yuan, Junsong, Tsaftaris, Sotirios A., Katsaggelos, Aggelos K.

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Learning-based physical models of room-temperature semiconductor detectors with reduced data von Banerjee, Srutarshi, Rodrigues, Miesher, Ballester, Manuel, Vija, Alexander Hans, Katsaggelos, Aggelos K.

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Sparse Representation-Based Multiple Frame Video Super-Resolution von Qiqin Dai, Seunghwan Yoo, Kappeler, Armin, Katsaggelos, Aggelos K.

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High spatio-temporal resolution video with compressed sensing von Koller, Roman, Schmid, Lukas, Matsuda, Nathan, Niederberger, Thomas, Spinoulas, Leonidas, Cossairt, Oliver, Schuster, Guido, Katsaggelos, Aggelos K

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Real-Time Lightweight Video Super-Resolution With RRED-Based Perceptual Constraint von Wu, Xinyi, Lopez-Tapia, Santiago, Wang, Xijun, Molina, Rafael, Katsaggelos, Aggelos K.

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