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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)- [i9]Tommaso Tosato, Pascal Tikeng Notsawo Jr., Saskia Helbling, Irina Rish, Guillaume Dumas:
Lost in Translation: The Algorithmic Gap Between LMs and the Brain. CoRR abs/2407.04680 (2024) - [i8]Nicolas Coucke, Mary Katherine Heinrich, Axel Cleeremans, Marco Dorigo, Guillaume Dumas:
Collective decision making by embodied neural agents. CoRR abs/2411.18498 (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)
Coauthor Index
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