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Transformer-based assignment decision network for multiple object tracking


Aug 06, 2022
Athena Psalta, Vasileios Tsironis, Konstantinos Karantzalos

* Preprint version 

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What to Hide from Your Students: Attention-Guided Masked Image Modeling


Mar 23, 2022
Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis


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It Takes Two to Tango: Mixup for Deep Metric Learning


Jun 09, 2021
Shashanka Venkataramanan, Bill Psomas, Yannis Avrithis, Ewa Kijak, Laurent Amsaleg, Konstantinos Karantzalos


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Evaluating Explainable Artificial Intelligence Methods for Multi-label Deep Learning Classification Tasks in Remote Sensing


Apr 03, 2021
Ioannis Kakogeorgiou, Konstantinos Karantzalos


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Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data


Oct 17, 2019
Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos

* 4 pages, IGARSS2019 

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Shallow Water Bathymetry Mapping from UAV Imagery based on Machine Learning


Feb 27, 2019
Panagiotis Agrafiotis, Dimitrios Skarlatos, Andreas Georgopoulos, Konstantinos Karantzalos

* To be published in the International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences in the XLII-2/W10 volume. To be presented in the 2nd International ISPRS and CIPA Workshop UNDERWATER 3D RECORDING & MODELLING: A tool for modern applications and CH recording 

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