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Blake Richards

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Addressing Sample Inefficiency in Multi-View Representation Learning

Dec 17, 2023
Kumar Krishna Agrawal, Arna Ghosh, Adam Oberman, Blake Richards

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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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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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Transfer Entropy Bottleneck: Learning Sequence to Sequence Information Transfer

Nov 29, 2022
Damjan Kalajdzievski, Ximeng Mao, Pascal Fortier-Poisson, Guillaume Lajoie, Blake Richards

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Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution

Oct 15, 2022
Anthony Zador, Blake Richards, Bence Ölveczky, Sean Escola, Yoshua Bengio, Kwabena Boahen, Matthew Botvinick, Dmitri Chklovskii, Anne Churchland, Claudia Clopath, James DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad Koerding, Alexei Koulakov, Yann LeCun, Timothy Lillicrap, Adam Marblestone, Bruno Olshausen, Alexandre Pouget, Cristina Savin, Terrence Sejnowski, Eero Simoncelli, Sara Solla, David Sussillo, Andreas S. Tolias, Doris Tsao

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Contrastive introspection (ConSpec) to rapidly identify invariant steps for success

Oct 12, 2022
Chen Sun, Wannan Yang, Benjamin Alsbury-Nealy, Yoshua Bengio, Blake Richards

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On Neural Architecture Inductive Biases for Relational Tasks

Jun 09, 2022
Giancarlo Kerg, Sarthak Mittal, David Rolnick, Yoshua Bengio, Blake Richards, Guillaume Lajoie

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Evaluating Multimodal Interactive Agents

May 26, 2022
Josh Abramson, Arun Ahuja, Federico Carnevale, Petko Georgiev, Alex Goldin, Alden Hung, Jessica Landon, Timothy Lillicrap, Alistair Muldal, Blake Richards, Adam Santoro, Tamara von Glehn, Greg Wayne, Nathaniel Wong, Chen Yan

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Investigating Power laws in Deep Representation Learning

Feb 11, 2022
Arna Ghosh, Arnab Kumar Mondal, Kumar Krishna Agrawal, Blake Richards

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Towards Scaling Difference Target Propagation by Learning Backprop Targets

Jan 31, 2022
Maxence Ernoult, Fabrice Normandin, Abhinav Moudgil, Sean Spinney, Eugene Belilovsky, Irina Rish, Blake Richards, Yoshua Bengio

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