List of publications [Google Scholar profile]
Published in ICLR 2025 - Workshop on Spurious Correlation and Shortcut Learning: Foundations and Solutions (SCSL), 2025
Na Lee*, Stylianos Bakas*, Konstantinos Barmpas, Yannis Panagakis, Dimitrios Adamos, Nikolaos Laskaris and Stefanos Zafeiriou - [Paper] [Poster]
Published in ESOC 2025 - 11th European Stroke Organization Conference, 2025
Georgios Zoumpourlis, Konstantinos Barmpas, Siegfried Ludwig, Stylianos Bakas, Chak Lam Ip, Rob Simister, Allan Ponniah, Yannis Panagakis, Nikolas Lakaris, Dimitrios Adamos and Stefanos Zafeiriou - [Paper]
Published in NeurIPS 2024 - Workshop on GenAI for Health: Potential, Trust and Policy Compliance (GenAI4Health), 2024
Konstantinos Barmpas*, Georgios Zoumpourlis*, Yannis Panagakis, Dimitrios Adamos, Nikolaos Laskaris and Stefanos Zafeiriou - [Paper] [Poster]
Published in NeurIPS 2024 - Workshop on Causality and Large Models (CaLM), 2024
Konstantinos Barmpas, Yannis Panagakis, Dimitrios Adamos, Nikolaos Laskaris and Stefanos Zafeiriou - [Paper] [Poster]
Published in Journal of Neural Engineering (JNE), 2024
Konstantinos Barmpas, Yannis Panagakis, Georgios Zoumpourlis, Dimitrios Adamos, Nikolaos Laskaris, Stefanos Zafeiriou - [Paper]
Published in ICLR 2024 - Workshop on Learning from Time Series For Health (TS4H), 2024
Konstantinos Barmpas, Yannis Panagakis, Dimitrios Adamos, Nikolaos Laskaris and Stefanos Zafeiriou - [Paper] [Poster]
Published in Journal of Neural Engineering (JNE), 2023
Konstantinos Barmpas, Yannis Panagakis, Dimitrios Adamos, Nikolaos Laskaris, Stefanos Zafeiriou - [Paper]
Published in IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2023
Konstantinos Barmpas, Yannis Panagakis, Stylianos Bakas, Dimitrios Adamos, Nikolaos Laskaris, Stefanos Zafeiriou - [Paper] [Talk at the BCI Society]
Published in NeurIPS 2022 - NeurReps Workshop (Symmetry and Geometry in Neural Representations), 2022
Julian Suk, Lorenzo Giusti, Tamir Hemo, Miguel Lopez, Konstantinos Barmpas, Cristian Bodnar - [Paper] [Poster]
Published in ICLR 2022 - Workshop on the Elements of Reasoning: Objects, Structure, and Causality (OSC), 2022
Konstantinos Barmpas, Yannis Panagakis, Dimitrios Adamos, Nikolaos Laskaris and Stefanos Zafeiriou - [Paper] [Poster] [Talk at the BCI Society]
Published in Proceedings of Machine Learning Research (PMLR), 2022
Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Śliwowski, Vincent Rouanne, Piotr Tempczyk - [Paper] [BEETL Competition]
Published in NeurIPS 2021 - Winning team in Benchmarks in EEG Transfer Learning (BEETL) competition, 2021
Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos Laskaris, Dimitrios A. Adamos and Stefanos Zafeiriou - [Paper] [Poster] [BEETL Competition]
Published in ETH Zürich Research Collection, 2020
Konstantinos Barmpas, Yannic Kilcher, Kevin Roth, David Haber, Thomas Hofmann - [Paper] [Research Poster] [Presentation Video]
List of patents [Google Patents]:
Patent Status: Granted - Publication Number: GB2605270
Konstantinos Barmpas, Yannis Panagakis, Dimitrios Adamos, Nikolaos Laskaris, Stefanos Zafeiriou - [IPO.GOV.UK][USPTO][PCT]
Recording brain waves while engaging in simple tasks. These include real and imagined movements of the extremities, and a game which uses movements as controls. The project received approval from the Research Governance and Integrity Team (number 22IC7505) and is sponsored by the Department of Computing Imperial College London, April 2022 - Present
Recording brain waves while engaging in simple tasks. These include memorising and recalling a sequence of digits, performing simple arithmetic, counting recurring events, focusing on the sensation of breathing and a simple pole-balancing game. The project received approval from the Research Governance and Integrity Team and is sponsored by the Department of Computing Imperial College London, May 2025 - Present