2025 |
A Complexity-Based Theory of Compositionality.
Eric Elmoznino, Thomas Jiralerspong, Yoshua Bengio, Guillaume Lajoie
ICML poster
|
2025 |
In-context learning and Occam's razor.
Eric Elmoznino, Tom Marty, Tejas Kasetty, Leo Gagnon, Sarthak Mittal, Mahan Fathi, Dhanya Sridhar, Guillaume Lajoie
ICML poster
|
2025 |
Does learning the right latent variables necessarily improve in-context learning?
Eric Elmoznino, Sarthak Mittal, Leo Gagnon, Sangnie Bhardwaj, Tom Marty, Dhanya Sridhar, Guillaume Lajoie
ICML poster
|
2025 |
Illusions of AI consciousness
Yoshua Bengio & Eric Elmoznino
Science
|
2025 |
Multi-agent cooperation through learning-aware policy gradients.
Alexander Meulemans, Seijin Kobayashi, Johannes von Oswald, Nino Scherrer, Eric Elmoznino, Blake Richards, Guillaume Lajoie, Blaise Aguera y Arcas, João Sacramento
ICLR poster
|
2024 |
Amortizing intractable inference in large language models.
Edward J. Hu, Moksh Jain, Eric Elmoznino, Younesse Kaddar, Guillaume Lajoie, Yoshua Bengio, Nikolay Malkin
ICLR talk — best paper honorable mention
|
2024 |
Sources of Richness and Ineffability for Phenomenally Conscious States.
Eric Elmoznino, Xu Ji, George Deane, Axel Constant, Guillaume Dumas, Guillaume Lajoie, Jonathan Simon, Yoshua Bengio
Neuroscience of Consciousness
|
2024 |
High-performing neural network models of visual cortex
benefit from high latent dimensionality.
Eric Elmoznino, & Michael F. Bonner
PLOS Computational Biology
|
2024 |
Convolutional architectures are cortex-aligned de novo.
Atlas Kazemian, Eric Elmoznino, Michael F. Bonner
Preprint
|
2023 |
Discrete, compositional, and symbolic representations through attractor dynamics.
Andrew Nam, Eric Elmoznino, Nikolay Malkin, Chen Sun, Yoshua Bengio, Guillaume Lajoie
NeurIPS Workshop talk
|
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, Grace Lindsay, Matthias Michel, Liad Mudrik, Megan A. K. Peters, Eric Schwitzgebel, Jonathan Simon, Rufin VanRullen
Preprint
|
2023 |
Scene context is predictive of unconstrained object similarity judgments.
Caterina Magri, Eric Elmoznino, Michael F. Bonner
Cognition
|
2023 |
Learning Macro Variables with Auto-encoders.
Maitreyi Swaroop, Eric Elmoznino, Dhanya Sridhar
NeurIPS Workshop poster
|
2020 |
Visual representations derived from multiplicative
interactions.
Eric Elmoznino, & Michael F. Bonner
NeurIPS Workshop poster
|
2019 |
A new procedure, free from human assessment that
automatically grades some facial skin structural
signs. Comparison with assessments by experts, using
referential atlases of skin ageing.
Jiang R., Kezele I., Levinshtein A., Flament F., Zhang J.,
Elmoznino E.,
Ma J., Ma J., Coquide J., Arcin V., Omoyuri E., Aarabi P.
International Journal of Cosmetic Science
|
2025 |
Good visual representations are high-dimensional —
Martin Hebart Lab
|
2024 |
Why can't we describe our conscious experiences? An information theoretic attractor dynamics perspective of ineffability —
Models of Consciousness conference
|
2024 |
Consciousness, ineffability, and AI safety —
Mila AI Safety Reading Group
|
2023 |
Sampling discrete objects through continuous attractor dynamics —
Mila GFlowNet Reading Group
|
2023 |
Why can't we describe our conscious experiences? An information theoretic attractor dynamics perspective of ineffability —
Computational Phenomenology Group
|
2023 |
Why can't we describe our conscious experiences? An attractor
dynamics perspective of the ineffability of qualia —
University of Toronto guest lecture
|
2020 |
How does the brain work? Cognitive science research —
Sabes
|
2020 |
Introduction to Programming with Python —
UofTHacks
|
2022 |
System and method for image processing using deep neural
networks.
Levinshtein A., Chang C., Phung E., Kezele I., Guo W.,
Elmoznino E., Jiang R., Aarabi P.
U.S. Patent No. 11216988
|
2021 |
Image-to-image translation using unpaired data for
supervised learning.
Elmoznino E., Kezele I., Aarabi P.
U.S. Patent Application No. 17096774
|
2020 |
System and method for augmented reality using
conditional cycle-consistent generative image-to-image
translation models.
Elmoznino E., Ma H., Kezele I., Phung E., Levinshtein A.,
Aarabi P.
U.S. Patent Application No. 16683398
|
2020 |
Machine image colour extraction and machine image
construction using an extracted colour.
Elmoznino E., Aarabi P., Zhang Y.
U.S. Patent Application No. 16854975
|
2020 |
Automatic image-based skin diagnostics using deep
learning.
Jiang R., Ma J., Ma H., Elmoznino E., Kezele I.,
Levinshtein A., Charbit J.,
Despois J., Perrot M., Antoinin F., Flament R.S., Parham A.
U.S. Patent Application No. 16702895
|