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)

Consciousness in Artificial Intelligence: Insights from the Science of Consciousness. - Patrick Butlin; Robert Long; Eric Elmoznino; Yoshua Bengio; Jonathan Birch; Axel Constant; George Deane; Stephen M. Fleming; Chris Frith; Xu Ji; Ryota Kanai; Colin Klein; et al. (CoRR, 2023)

Discrete, compositional, and symbolic representations through attractor dynamics. - Andrew Nam; Eric Elmoznino; Nikolay Malkin; Chen Sun 007; Yoshua Bengio; Guillaume Lajoie (CoRR, 2023)

Amortizing intractable inference in large language models. - Edward J. Hu; Moksh Jain; Eric Elmoznino; Younesse Kaddar; Guillaume Lajoie; Yoshua Bengio; Nikolay Malkin (ICLR, 2024)

Does learning the right latent variables necessarily improve in-context learning? - Sarthak Mittal; Eric Elmoznino; Léo Gagnon; Sangnie Bhardwaj; Dhanya Sridhar; Guillaume Lajoie (CoRR, 2024)

In-context learning and Occam's razor. - Eric Elmoznino; Tom Marty; Tejas Kasetty; Léo Gagnon; Sarthak Mittal; Mahan Fathi; Dhanya Sridhar; Guillaume Lajoie (CoRR, 2024)

A Complexity-Based Theory of Compositionality. - Eric Elmoznino; Thomas Jiralerspong; Yoshua Bengio; Guillaume Lajoie (CoRR, 2024)

High-performing neural network models of visual cortex benefit from high latent dimensionality. - Eric Elmoznino; Michael F. Bonner (PLoS Comput. Biol., 2024)

Multi-agent cooperation through learning-aware policy gradients. - Alexander Meulemans; Seijin Kobayashi; Johannes von Oswald; Nino Scherrer; Eric Elmoznino; Blake Aaron Richards; Guillaume Lajoie; Blaise Agüera y Arcas; João Sacramento (ICLR, 2025)

Next-Token Prediction Should be Ambiguity-Sensitive: A Meta-Learning Perspective. - Léo Gagnon; Eric Elmoznino; Sarthak Mittal; Tom Marty; Tejas Kasetty; Dhanya Sridhar; Guillaume Lajoie (CoRR, 2025)

Engineering Sentience. - Konstantin Demin; Taylor Webb; Eric Elmoznino; Hakwan Lau (CoRR, 2025)