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Basilis Gatos, Giorgos Sfikas, Panagiotis Kaddas, George Retsinas, CULDILE: Cultural Dimensions of Deep Learning, A Document Analysis System for Historical Documents, International Workshop on Document Analysis and Systems (DAS), La Rochelle, France, 2022. [pdf]

Giorgos Sfikas, George Retsinas, Basilis Gatos, Exploring uses of Normalizing Flows for Document Image Processing: Text Super-resolution and Binarization, International Workshop on Document Analysis and Systems (DAS), La Rochelle, France, 2022. [pdf]

Giorgos Sfikas, George Retsinas, Angelos P. Giotis, Basilis Gatos, Christophoros Nikou, Keyword Spotting with Quaternionic ResNet: Application to Spotting in Greek Manuscripts, In Proceedings of the 15th IAPR International Workshop, Document Analysis Systems DAS 2022, La Rochelle, France, May 22-25, 2022, Springer, volume 13237, (Pages: 382–396), 2022. [url] [doi]

George Retsinas, Giorgos Sfikas, Basilis Gatos, Christophoros Nikou, Best Practices for a Handwritten Text Recognition System, In Proceedings of the 15th IAPR International Workshop Document Analysis Systems DAS 2022, La Rochelle, France, May 22-25, 2022, Springer, volume 13237, (Pages: 247–259), 2022. [pdf] [doi]

George Retsinas, Giorgos Sfikas, Basilis Gatos, Christophoros Nikou, On-the-Fly Deformations for Keyword Spotting, In Proceedings of the 15th IAPR International Workshop on Document Analysis Systems DAS 2022, La Rochelle, France, May 22-25, Springer, volume 13237, (Pages: 338–351), 2022. [pdf] [doi]

Giorgos Sfikas, George Retsinas, Basilis Gatos, Christophoros Nikou, Hypercomplex Generative Adversarial Networks for Lightweight Semantic Labeling, In Proceedings of the Third International Conference of Pattern Recognition and Artificial Intelligence ICPRAI, Paris, France, June 1-3, Springer, volume 13363, (Pages: 251–262), 2022. [pdf] [doi]

Angelos P. Giotis, Giorgos Sfikas, Christophoros Nikou, Adversarial deep features for weakly supervised document image keyword spotting, In 14th Image, Video and Multidimensional Signal Processing Workshop (IVMSP) Nafplio, Greece, IEEE, 2022. [url] [doi]

Aggelos Katsaliro, Iason I. Panagos, Giorgos Sfikas, Christophoros Nikou, Road Crack Detection Using Quaternion Neural Networks, In 14th IEEE Image, Video and Multidimensional Signal Processing Workshop (IVMSP 2022) Nafplio, Greece, June, IEEE, (Pages: 1–5), 2022. [url] [doi]

Panagiotis Dimitrakopoulos, Giorgos Sfikas, Christophoros Nikou, Variational Feature Pyramid Networks, In International Conference on Machine Learning (ICML 2022) 17-23 July, Baltimore, Maryland, USA, PMLR, volume 162, (Pages: 5142–5152), 2022. [pdf]

Iason I. Panagos and Giorgos Sfikas, Christophoros Nikou, Compressing Audio Visual Speech Recognition Models With Parameterized Hypercomplex Layers, In 12th Hellenic Conference on Artificial Intelligence (SETN 2022), Corfu Greece, September, ACM, (Pages: 44:1–44:7), 2022. [url] [doi]

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