Konstantinos Barmpas

According to our database, Konstantinos Barmpas authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Beyond Accuracy: Robustness, Interpretability and Expressiveness of EEG Foundation Models.

Urban Sirca, Maryam Alimardani, Stefanos Zafeiriou, Konstantinos Barmpas

CoRR, May, 2026

2025

EEG-D3: A Solution to the Hidden Overfitting Problem of Deep Learning Models.

Siegfried Ludwig, Stylianos Bakas, Konstantinos Barmpas, Georgios Zoumpourlis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Yannis Panagakis, Stefanos Zafeiriou

CoRR, December, 2025

NeuroRVQ: Multi-Scale EEG Tokenization for Generative Large Brainwave Models.

Konstantinos Barmpas, Na Lee, Alexandros Koliousis, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou

CoRR, October, 2025

Advancing Brainwave Modeling with a Codebook-Based Foundation Model.

Konstantinos Barmpas, Na Lee, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou

CoRR, May, 2025

Assessing the Capabilities of Large Brainwave Foundation Models.

Na Lee, Stylianos Bakas, Konstantinos Barmpas, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

Are Large Brainwave Foundation Models Capable Yet ? Insights from Fine-Tuning.

Na Lee, Konstantinos Barmpas, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2022

Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition.

Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou

CoRR, 2022

2021

2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets.

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 A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Sliwowski, Vincent Rouanne, Piotr Tempczyk

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021