Hubert J. Banville

24 papers A* 1Journal 17Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Brain-to-Text Decoding: A Non-invasive Approach via Typing. CoRR Jarod Lévy, Mingfang Zhang, Svetlana Pinet, Jérémy Rapin, Hubert J. Banville, Stéphane d'Ascoli, Jean-Rémi King
2025	J	`jnl`	From Minutes to Days: Scaling Intracranial Speech Decoding with Supervised Pretraining. CoRR Linnea Evanson, Mingfang Zhang, Hubert J. Banville, Saarang Panchavati, Pierre Bourdillon, Jean-Rémi King
2025	J	`jnl`	Sample-efficient decoding of visual stimuli from fMRI through inter-individual functional alignment. Trans. Mach. Learn. Res. Alexis Thual, Yohann Benchetrit, Felix Geilert, Jérémy Rapin, Iurii Makarov, Stanislas Dehaene, Bertrand Thirion, Hubert J. Banville, Jean-Remi King
2025	J	`jnl`	Scaling laws for decoding images from brain activity. CoRR Hubert J. Banville, Yohann Benchetrit, Stéphane d'Ascoli, Jérémy Rapin, Jean-Rémi King
2025	J	`jnl`	TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction. CoRR Stéphane d'Ascoli, Jérémy Rapin, Yohann Benchetrit, Hubert J. Banville, Jean-Rémi King
2024	A*	`conf`	Brain decoding: toward real-time reconstruction of visual perception. ICLR Yohann Benchetrit, Hubert J. Banville, Jean-Remi King
2024	J	`jnl`	Decoding individual words from non-invasive brain recordings across 723 participants. CoRR Stéphane d'Ascoli, Corentin Bel, Jérémy Rapin, Hubert J. Banville, Yohann Benchetrit, Christophe Pallier, Jean-Rémi King
2023	J	`jnl`	Aligning brain functions boosts the decoding of visual semantics in novel subjects. CoRR Alexis Thual, Yohann Benchetrit, Felix Geilert, Jérémy Rapin, Iurii Makarov, Hubert J. Banville, Jean-Rémi King
2023	—	`conf`	Automated Sleep Staging on Wearable EEG Enables Sleep Analysis at Scale. NER Maurice Abou Jaoude, Aravind Ravi, Jiansheng Niu, Hubert J. Banville, Nicolas Florez Torres, Christopher Aimone
2023	J	`jnl`	Brain decoding: toward real-time reconstruction of visual perception. CoRR Yohann Benchetrit, Hubert J. Banville, Jean-Rémi King
2022	J	`jnl`	A reusable benchmark of brain-age prediction from M/EEG resting-state signals. NeuroImage Denis A. Engemann, Apolline Mellot, Richard Höchenberger, Hubert J. Banville, David Sabbagh, Lukas Gemein, Tonio Ball, Alexandre Gramfort
2022	—	`—`	Enabling real-world EEG applications with deep learning. (Apprentissage profond pour la mise en application de l'EEG en conditions réelles). Hubert J. Banville
2022	J	`jnl`	Robust learning from corrupted EEG with dynamic spatial filtering. NeuroImage Hubert J. Banville, Sean U. N. Wood, Chris Aimone, Denis-Alexander Engemann, Alexandre Gramfort
2021	—	`conf`	Learning with self-supervision on EEG data. BCI Alexandre Gramfort, Hubert J. Banville, Omar Chehab, Aapo Hyvärinen, Denis A. Engemann
2021	J	`jnl`	Robust learning from corrupted EEG with dynamic spatial filtering. CoRR Hubert J. Banville, Sean U. N. Wood, Chris Aimone, Denis-Alexander Engemann, Alexandre Gramfort
2020	J	`jnl`	Uncovering the structure of clinical EEG signals with self-supervised learning. CoRR Hubert J. Banville, Omar Chehab, Aapo Hyvärinen, Denis-Alexander Engemann, Alexandre Gramfort
2019	J	`jnl`	Deep learning-based electroencephalography analysis: a systematic review. CoRR Yannick Roy, Hubert J. Banville, Isabela Albuquerque, Alexandre Gramfort, Tiago H. Falk, Jocelyn Faubert
2019	—	`conf`	Self-Supervised Representation Learning from Electroencephalography Signals. MLSP Hubert J. Banville, Graeme Moffat, Isabela Albuquerque, Denis-Alexander Engemann, Aapo Hyvärinen, Alexandre Gramfort
2019	J	`jnl`	Self-supervised representation learning from electroencephalography signals. CoRR Hubert J. Banville, Isabela Albuquerque, Aapo Hyvärinen, Graeme Moffat, Denis-Alexander Engemann, Alexandre Gramfort
2017	J	`jnl`	Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces. Comput. Intell. Neurosci. Hubert J. Banville, Rishabh Gupta, Tiago H. Falk
2017	J	`jnl`	Multimodal Physiological Quality-of-Experience Assessment of Text-to-Speech Systems. IEEE J. Sel. Top. Signal Process. Rishabh Gupta, Hubert J. Banville, Tiago H. Falk
2016	J	`jnl`	Using affective brain-computer interfaces to characterize human influential factors for speech quality-of-experience perception modelling. Hum. centric Comput. Inf. Sci. Rishabh Gupta, Khalil ur Rehman Laghari, Hubert J. Banville, Tiago H. Falk
2015	—	`conf`	MuLES: An Open Source EEG Acquisition and Streaming Server for Quick and Simple Prototyping and Recording. IUI Companion Raymundo Cassani, Hubert J. Banville, Tiago H. Falk
2015	—	`conf`	PhySyQX: A database for physiological evaluation of synthesised speech quality-of-experience. WASPAA Rishabh Gupta, Hubert J. Banville, Tiago H. Falk