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Guillaume Lajoie

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A Unified, Scalable Framework for Neural Population Decoding

Oct 24, 2023
Mehdi Azabou, Vinam Arora, Venkataramana Ganesh, Ximeng Mao, Santosh Nachimuthu, Michael J. Mendelson, Blake Richards, Matthew G. Perich, Guillaume Lajoie, Eva L. Dyer

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How connectivity structure shapes rich and lazy learning in neural circuits

Oct 12, 2023
Yuhan Helena Liu, Aristide Baratin, Jonathan Cornford, Stefan Mihalas, Eric Shea-Brown, Guillaume Lajoie

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Amortizing intractable inference in large language models

Oct 06, 2023
Edward J. Hu, Moksh Jain, Eric Elmoznino, Younesse Kaddar, Guillaume Lajoie, Yoshua Bengio, Nikolay Malkin

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Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency

Oct 05, 2023
Tianhong Li, Sangnie Bhardwaj, Yonglong Tian, Han Zhang, Jarred Barber, Dina Katabi, Guillaume Lajoie, Huiwen Chang, Dilip Krishnan

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Delta-AI: Local objectives for amortized inference in sparse graphical models

Oct 03, 2023
Jean-Pierre Falet, Hae Beom Lee, Nikolay Malkin, Chen Sun, Dragos Secrieru, Dinghuai Zhang, Guillaume Lajoie, Yoshua Bengio

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Discrete, compositional, and symbolic representations through attractor dynamics

Oct 03, 2023
Andrew Nam, Eric Elmoznino, Nikolay Malkin, Chen Sun, Yoshua Bengio, Guillaume Lajoie

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Synaptic Weight Distributions Depend on the Geometry of Plasticity

May 30, 2023
Roman Pogodin, Jonathan Cornford, Arna Ghosh, Gauthier Gidel, Guillaume Lajoie, Blake Richards

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Sources of Richness and Ineffability for Phenomenally Conscious States

Mar 01, 2023
Xu Ji, Eric Elmoznino, George Deane, Axel Constant, Guillaume Dumas, Guillaume Lajoie, Jonathan Simon, Yoshua Bengio

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Flexible Phase Dynamics for Bio-Plausible Contrastive Learning

Feb 24, 2023
Ezekiel Williams, Colin Bredenberg, Guillaume Lajoie

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Steerable Equivariant Representation Learning

Feb 22, 2023
Sangnie Bhardwaj, Willie McClinton, Tongzhou Wang, Guillaume Lajoie, Chen Sun, Phillip Isola, Dilip Krishnan

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