Pierre Guetschel

11 papers Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding. CoRR Bruno Aristimunha, Dung Truong, Pierre Guetschel, Seyed Yahya Shirazi, Isabelle Guyon, Alexandre R. Franco, Michael P. Milham, Aviv Dotan, Scott Makeig, Alexandre Gramfort, Jean-Remi King, Marie-Constance Corsi, Pedro A. Valdés-Sosa, Amitava Majumdar, Alan Evans, Terrence J. Sejnowski, Oren Shriki, Sylvain Chevallier, Arnaud Delorme
2025	J	`jnl`	WavJEPA: Semantic learning unlocks robust audio foundation models for raw waveforms. CoRR Goksenin Yuksel, Pierre Guetschel, Michael Tangermann, Marcel van Gerven, Kiki van der Heijden
2024	J	`jnl`	Approximate UMAP allows for high-rate online visualization of high-dimensional data streams. CoRR Peter A. Wassenaar, Pierre Guetschel, Michael Tangermann
2024	J	`jnl`	Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations. CoRR Pierre Guetschel, Sara Ahmadi, Michael Tangermann
2024	J	`jnl`	S-JEPA: towards seamless cross-dataset transfer through dynamic spatial attention. CoRR Pierre Guetschel, Thomas Moreau, Michael Tangermann
2024	J	`jnl`	Synthesizing EEG Signals from Event-Related Potential Paradigms with Conditional Diffusion Models. CoRR Guido Klein, Pierre Guetschel, Gianluigi Silvestri, Michael Tangermann
2024	J	`jnl`	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark. CoRR Sylvain Chevallier, Igor Carrara, Bruno Aristimunha, Pierre Guetschel, Sara Sedlar, Bruna Lopes, Sébastien Velut, Salim Khazem, Thomas Moreau
2023	J	`jnl`	An embedding for EEG signals learned using a triplet loss. CoRR Pierre Guetschel, Théodore Papadopoulo, Michael Tangermann
2023	—	`conf`	Identifying Good Donor Datasets for Transfer Learning Scenarios in Motor Imagery BCI. BNAIC/BENELEARN Pierre Guetschel, Michael Tangermann
2023	J	`jnl`	Transfer Learning between Motor Imagery Datasets using Deep Learning - Validation of Framework and Comparison of Datasets. CoRR Pierre Guetschel, Michael Tangermann
2022	—	`conf`	Embedding neurophysiological signals. MetroXRAINE Pierre Guetschel, Théodore Papadopoulo, Michael Tangermann