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Guillaume Dumas
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2020 – today
- 2024
- [j12]Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Pablo Polosecki, Irina Rish, Silvina Ponce Dawson, Guillermo A. Cecchi, Guillaume Dumas:
Effective Latent Differential Equation Models via Attention and Multiple Shooting. Trans. Mach. Learn. Res. 2024 (2024) - 2023
- [j11]Jean-Christophe Gagnon-Audet, Kartik Ahuja, Mohammad-Javad Darvishi Bayazi, Pooneh Mousavi, Guillaume Dumas, Irina Rish:
WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series. Trans. Mach. Learn. Res. 2023 (2023) - [i7]Xu Ji, Eric Elmoznino, George Deane, Axel Constant, Guillaume Dumas, Guillaume Lajoie, Jonathan Simon, Yoshua Bengio:
Sources of Richness and Ineffability for Phenomenally Conscious States. CoRR abs/2302.06403 (2023) - [i6]Dianbo Liu, Samuele Bolotta, He Zhu, Yoshua Bengio, Guillaume Dumas:
Attention Schema in Neural Agents. CoRR abs/2305.17375 (2023) - [i5]Pascal Tikeng Notsawo Jr., Hattie Zhou, Mohammad Pezeshki, Irina Rish, Guillaume Dumas:
Predicting Grokking Long Before it Happens: A look into the loss landscape of models which grok. CoRR abs/2306.13253 (2023) - [i4]Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Irina Rish, Pablo Polosecki, Silvina Ponce Dawson, Guillermo A. Cecchi, Guillaume Dumas:
GOKU-UI: Ubiquitous Inference through Attention and Multiple Shooting for Continuous-time Generative Models. CoRR abs/2307.05735 (2023) - 2022
- [j10]Samuele Bolotta, Guillaume Dumas:
Social Neuro AI: Social Interaction as the "Dark Matter" of AI. Frontiers Comput. Sci. 4: 846440 (2022) - [j9]Mahta Ramezanian-Panahi, Germán Abrevaya
, Jean-Christophe Gagnon-Audet, Vikram Voleti, Irina Rish, Guillaume Dumas:
Generative Models of Brain Dynamics. Frontiers Artif. Intell. 5 (2022) - [j8]Annabelle Harvey
, Guillaume Dumas
:
PyNM: a Lightweight Python implementation of Normative Modeling. J. Open Source Softw. 7(80): 4321 (2022) - [j7]Linoy Schwartz, Jonathan Levy, Yaara Endevelt-Shapira, Amir Djalovski, Olga Hayut, Guillaume Dumas, Ruth Feldman:
Technologically-assisted communication attenuates inter-brain synchrony. NeuroImage 264: 119677 (2022) - [c2]Natalie Kastel, Guillaume Dumas
:
A Novel Model for Novelty: Modeling the Emergence of Innovation from Cumulative Culture. IWAI 2022: 222-234 - [i3]Jean-Christophe Gagnon-Audet, Kartik Ahuja, Mohammad-Javad Darvishi Bayazi
, Guillaume Dumas, Irina Rish:
WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series Tasks. CoRR abs/2203.09978 (2022) - 2021
- [j6]Germán Abrevaya
, Guillaume Dumas
, Aleksandr Y. Aravkin, Peng Zheng, Jean-Christophe Gagnon-Audet, James R. Kozloski, Pablo Polosecki, Guillaume Lajoie, David D. Cox, Silvina Ponce Dawson, Guillermo A. Cecchi, Irina Rish:
Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks. Neural Comput. 33(8): 2087-2127 (2021) - [j5]Amir Djalovski
, Guillaume Dumas
, Sivan Kinreich, Ruth Feldman:
Human attachments shape interbrain synchrony toward efficient performance of social goals. NeuroImage 226: 117600 (2021) - [j4]Eva Loth
, Jumana Ahmad
, Chris Chatham
, Beatriz López
, Ben Carter
, Daisy Crawley
, Bethany Oakley
, Hannah Hayward
, Jennifer Cooke
, Antonia San José Cáceres
, Danilo Bzdok
, Emily J. H. Jones
, Tony Charman
, Christian F. Beckmann, Thomas Bourgeron
, Roberto Toro
, Jan K. Buitelaar, Declan G. M. Murphy
, Guillaume Dumas
:
The meaning of significant mean group differences for biomarker discovery. PLoS Comput. Biol. 17(11) (2021) - [i2]Samuele Bolotta, Guillaume Dumas:
Social Neuro AI: Social Interaction as the "dark matter" of AI. CoRR abs/2112.15459 (2021)
2010 – 2019
- 2018
- [i1]Eugenio Maria Battaglia, Jie Mei
, Guillaume Dumas:
Systems of Global Governance in the Era of Human-Machine Convergence. CoRR abs/1802.04255 (2018) - 2017
- [p1]Mohamed Chetouani
, Emilie Delaherche, Guillaume Dumas
, David Cohen:
Interpersonal Synchrony: From Social Perception to Social Interaction. Social Signal Processing 2017: 202-212 - 2015
- [j3]Emilie Delaherche, Guillaume Dumas
, Jacqueline Nadel, Mohamed Chetouani
:
Automatic measure of imitation during social interaction: A behavioral and hyperscanning-EEG benchmark. Pattern Recognit. Lett. 66: 118-126 (2015) - 2014
- [c1]J. A. Scott Kelso, Emmanuelle Tognoli, Guillaume Dumas
:
Coordination dynamics: Bidirectional coupling between humans, machines and brains. SMC 2014: 2240-2243 - 2013
- [j2]J. A. Scott Kelso, Guillaume Dumas
, Emmanuelle Tognoli
:
Outline of a general theory of behavior and brain coordination. Neural Networks 37: 120-131 (2013)
2000 – 2009
- 2009
- [j1]Éric Colinet, Cedric Durand, Laurent Duraffourg
, Patrick Audebert
, Guillaume Dumas, Fabrice Casset, Eric Ollier, Pascal Ancey, Jean-François Carpentier, Lionel Buchaillot
, Adrian M. Ionescu:
Ultra-Sensitive Capacitive Detection Based on SGMOSFET Compatible With Front-End CMOS Process. IEEE J. Solid State Circuits 44(1): 247-257 (2009)
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last updated on 2024-08-10 01:24 CEST by the dblp team
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