Impact of 1D and 2D Visualisation on EEG-fMRI Neurofeedback Training During a Motor Imagery Task. - Claire Cury; Giulia Lioi; Lorraine Perronnet; Anatole Lécuyer; Pierre Maurel; Christian Barillot (ISBI, 2020)

Few-Shot Decoding of Brain Activation Maps. - Myriam Bontonou; Giulia Lioi; Nicolas Farrugia; Vincent Gripon (EUSIPCO, 2021)

Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI Decoding. - Yassine El Ouahidi; Hugo Tessier; Giulia Lioi; Nicolas Farrugia; Bastien Pasdeloup; Vincent Gripon (EUSIPCO, 2022)

EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients. - Yassir Bendou; Yuqing Hu 001; Raphaël Lafargue; Giulia Lioi; Bastien Pasdeloup; Stéphane Pateux; Vincent Gripon (CoRR, 2022)

Easy - Ensemble Augmented-Shot-Y-Shaped Learning: State-of-the-Art Few-Shot Classification with Simple Components. - Yassir Bendou; Yuqing Hu 001; Raphaël Lafargue; Giulia Lioi; Bastien Pasdeloup; Stéphane Pateux; Vincent Gripon (J. Imaging, 2022)

A Statistical Model for Predicting Generalization in Few-Shot Classification. - Yassir Bendou; Vincent Gripon; Bastien Pasdeloup; Giulia Lioi; Lukas Mauch; Stefan Uhlich; Fabien Cardinaux; Ghouthi Boukli Hacene; Javier Alonso García (EUSIPCO, 2023)

Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities. - Yassine El Ouahidi; Lucas Drumetz; Giulia Lioi; Nicolas Farrugia; Bastien Pasdeloup; Vincent Gripon (ICASSP, 2023)

Disambiguation of One-Shot Visual Classification Tasks: A Simplex-Based Approach. - Yassir Bendou; Lucas Drumetz; Vincent Gripon; Giulia Lioi; Bastien Pasdeloup (CoRR, 2023)

A Strong and Simple Deep Learning Baseline for BCI MI Decoding. - Yassine El Ouahidi; Vincent Gripon; Bastien Pasdeloup; Ghaith Bouallegue; Nicolas Farrugia; Giulia Lioi (CoRR, 2023)

Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning. - Yassir Bendou; Vincent Gripon; Bastien Pasdeloup; Giulia Lioi; Lukas Mauch; Fabien Cardinaux; Ghouthi Boukli Hacene (CoRR, 2023)

Unsupervised Adaptive Deep Learning Method for BCI Motor Imagery Decoding. - Yassine El Ouahidi; Giulia Lioi; Nicolas Farrugia; Bastien Pasdeloup; Vincent Gripon (EUSIPCO, 2024)

LLM meets Vision-Language Models for Zero-Shot One-Class Classification. - Yassir Bendou; Giulia Lioi; Bastien Pasdeloup; Lukas Mauch; Ghouthi Boukli Hacene; Fabien Cardinaux; Vincent Gripon (CoRR, 2024)

fMRIStroke: A preprocessing pipeline for fMRI Data from Stroke patients. - Alix Lamouroux; Giulia Lioi; Julie Coloigner; Pierre Maurel; Nicolas Farrugia (J. Open Source Softw., 2024)