Athanasios Psaltis

Mr. Athanasios Psaltis

Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloníki, Kentrikí Makedonía, Greece
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Biography

I am a CVML enthusiast working at the intersection of representation learning and human digitization. I did my bachelors in ECE at UTH in Volos, Greece, where I worked with Prof. Manolis Vavalis. I received my Master's degree in computer science at UU by completing the program "Game and Media Technology" in 2013, under the supervision of Prof. Robby T. Tan. For the past eight years, I work as a Research Associate at Visual Computing Lab under the supervision of Principal researcher Petros Daras. My main research interests span across several areas of AI, with a particular focus on computer vision and machine learning. I am interested in developing algorithms that can enable computers to interpret and understand visual information from the world around them, and in using advanced DL techniques to advance the state of the art in computer vision. Additionally, I am interested in active learning, which allows the algorithm to choose which data points to label, and continual learning, which involves training a model on a stream of data over time while retaining previously learned knowledge. Finally, I am also interested in federated learning, which involves training a model on decentralized data to address data privacy and security concerns. Overall, my research interests are focused on advancing the capabilities of machine learning algorithms and their practical applications in a variety of domains.

Affiliations

Centre for Research and Technology Hellas

Thessaloníki, Kentrikí Makedonía, Greece

Information Technologies Institute

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