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Yulia Rubanova

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Scaling Face Interaction Graph Networks to Real World Scenes

Jan 22, 2024
Tatiana Lopez-Guevara, Yulia Rubanova, William F. Whitney, Tobias Pfaff, Kimberly Stachenfeld, Kelsey R. Allen

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Learning 3D Particle-based Simulators from RGB-D Videos

Dec 08, 2023
William F. Whitney, Tatiana Lopez-Guevara, Tobias Pfaff, Yulia Rubanova, Thomas Kipf, Kimberly Stachenfeld, Kelsey R. Allen

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Learning rigid dynamics with face interaction graph networks

Dec 07, 2022
Kelsey R. Allen, Yulia Rubanova, Tatiana Lopez-Guevara, William Whitney, Alvaro Sanchez-Gonzalez, Peter Battaglia, Tobias Pfaff

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A Generalist Neural Algorithmic Learner

Sep 22, 2022
Borja Ibarz, Vitaly Kurin, George Papamakarios, Kyriacos Nikiforou, Mehdi Bennani, Róbert Csordás, Andrew Dudzik, Matko Bošnjak, Alex Vitvitskyi, Yulia Rubanova, Andreea Deac, Beatrice Bevilacqua, Yaroslav Ganin, Charles Blundell, Petar Veličković

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Constraint-based graph network simulator

Dec 16, 2021
Yulia Rubanova, Alvaro Sanchez-Gonzalez, Tobias Pfaff, Peter Battaglia

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Very Deep Graph Neural Networks Via Noise Regularisation

Jun 15, 2021
Jonathan Godwin, Michael Schaarschmidt, Alexander Gaunt, Alvaro Sanchez-Gonzalez, Yulia Rubanova, Petar Veličković, James Kirkpatrick, Peter Battaglia

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Latent ODEs for Irregularly-Sampled Time Series

Jul 08, 2019
Yulia Rubanova, Ricky T. Q. Chen, David Duvenaud

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Neural Ordinary Differential Equations

Oct 22, 2018
Ricky T. Q. Chen, Yulia Rubanova, Jesse Bettencourt, David Duvenaud

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