Guillaume Dumas

According to our database, Guillaume Dumas authored at least 23 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Effective Latent Differential Equation Models via Attention and Multiple Shooting.

Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Pablo Polosecki, Irina Rish, Silvina Ponce Dawson, Guillermo A. Cecchi, Guillaume Dumas

Trans. Mach. Learn. Res., 2024

Collective decision making by embodied neural agents.

Nicolas Coucke, Mary Katherine Heinrich, Axel Cleeremans, Marco Dorigo, Guillaume Dumas

CoRR, 2024

Lost in Translation: The Algorithmic Gap Between LMs and the Brain.

Tommaso Tosato, Pascal Tikeng Notsawo Jr., Saskia Helbling, Irina Rish, Guillaume Dumas

CoRR, 2024

2023

WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series.

Jean-Christophe Gagnon-Audet, Kartik Ahuja, Mohammad-Javad Darvishi Bayazi, Pooneh Mousavi, Guillaume Dumas, Irina Rish

Trans. Mach. Learn. Res., 2023

GOKU-UI: Ubiquitous Inference through Attention and Multiple Shooting for Continuous-time Generative Models.

Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Irina Rish, Pablo Polosecki, Silvina Ponce Dawson, Guillermo A. Cecchi, Guillaume Dumas

CoRR, 2023

Predicting Grokking Long Before it Happens: A look into the loss landscape of models which grok.

Pascal Tikeng Notsawo Jr., Hattie Zhou, Mohammad Pezeshki, Irina Rish, Guillaume Dumas

CoRR, 2023

Attention Schema in Neural Agents.

Dianbo Liu, Samuele Bolotta, He Zhu, Yoshua Bengio, Guillaume Dumas

CoRR, 2023

Sources of Richness and Ineffability for Phenomenally Conscious States.

Xu Ji, Eric Elmoznino, George Deane, Axel Constant, Guillaume Dumas, Guillaume Lajoie, Jonathan Simon, Yoshua Bengio

CoRR, 2023

2022

PyNM: a Lightweight Python implementation of Normative Modeling.

Annabelle Harvey, Guillaume Dumas

J. Open Source Softw., December, 2022

Technologically-assisted communication attenuates inter-brain synchrony.

Linoy Schwartz, Jonathan Levy, Yaara Endevelt-Shapira, Amir Djalovski, Olga Hayut, Guillaume Dumas, Ruth Feldman

NeuroImage, 2022

Generative Models of Brain Dynamics.

Mahta Ramezanian-Panahi, Germán Abrevaya, Jean-Christophe Gagnon-Audet, Vikram Voleti, Irina Rish, Guillaume Dumas

Frontiers Artif. Intell., 2022

Social Neuro AI: Social Interaction as the "Dark Matter" of AI.

Samuele Bolotta, Guillaume Dumas

Frontiers Comput. Sci., 2022

WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series Tasks.

Jean-Christophe Gagnon-Audet, Kartik Ahuja, Mohammad-Javad Darvishi Bayazi, Guillaume Dumas, Irina Rish

CoRR, 2022

A Novel Model for Novelty: Modeling the Emergence of Innovation from Cumulative Culture.

Natalie Kastel, Guillaume Dumas

Proceedings of the Active Inference - Third International Workshop, 2022

2021

The meaning of significant mean group differences for biomarker discovery.

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

PLoS Comput. Biol., 2021

Human attachments shape interbrain synchrony toward efficient performance of social goals.

Amir Djalovski, Guillaume Dumas, Sivan Kinreich, Ruth Feldman

NeuroImage, 2021

Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks.

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

Neural Comput., 2021

2018

Systems of Global Governance in the Era of Human-Machine Convergence.

Eugenio Maria Battaglia, Jie Mei, Guillaume Dumas

CoRR, 2018

2017

Interpersonal Synchrony: From Social Perception to Social Interaction.

Mohamed Chetouani, Emilie Delaherche, Guillaume Dumas, David Cohen

Proceedings of the Social Signal Processing, 2017

2015

Automatic measure of imitation during social interaction: A behavioral and hyperscanning-EEG benchmark.

Emilie Delaherche, Guillaume Dumas, Jacqueline Nadel, Mohamed Chetouani

Pattern Recognit. Lett., 2015

2014

Coordination dynamics: Bidirectional coupling between humans, machines and brains.

J. A. Scott Kelso, Emmanuelle Tognoli, Guillaume Dumas

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

2013

Outline of a general theory of behavior and brain coordination.

J. A. Scott Kelso, Guillaume Dumas, Emmanuelle Tognoli

Neural Networks, 2013

2009

Ultra-Sensitive Capacitive Detection Based on SGMOSFET Compatible With Front-End CMOS Process.

Éric Colinet, Cedric Durand, Laurent Duraffourg, Patrick Audebert, Guillaume Dumas, Fabrice Casset, Eric Ollier, Pascal Ancey, Jean-François Carpentier, Lionel Buchaillot, Adrian M. Ionescu

IEEE J. Solid State Circuits, 2009