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Conditional Permutation Invariant Flows


Jun 17, 2022
Berend Zwartsenberg, Adam Ścibior, Matthew Niedoba, Vasileios Lioutas, Yunpeng Liu, Justice Sefas, Setareh Dabiri, Jonathan Wilder Lavington, Trevor Campbell, Frank Wood

* 20 pages, 10 figures 

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Critic Sequential Monte Carlo


May 30, 2022
Vasileios Lioutas, Jonathan Wilder Lavington, Justice Sefas, Matthew Niedoba, Yunpeng Liu, Berend Zwartsenberg, Setareh Dabiri, Frank Wood, Adam Scibior

* 20 pages, 3 figures 

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Flexible Diffusion Modeling of Long Videos


May 23, 2022
William Harvey, Saeid Naderiparizi, Vaden Masrani, Christian Weilbach, Frank Wood

* 17 pages, 12 figures 

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BayesPCN: A Continually Learnable Predictive Coding Associative Memory


May 20, 2022
Jason Yoo, Frank Wood


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Gradients without Backpropagation


Feb 17, 2022
Atılım Güneş Baydin, Barak A. Pearlmutter, Don Syme, Frank Wood, Philip Torr

* 10 pages, 6 figures 

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Exploration with Multi-Sample Target Values for Distributional Reinforcement Learning


Feb 06, 2022
Michael Teng, Michiel van de Panne, Frank Wood

* Submitted to ICML 2022 

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Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning


Jan 13, 2022
Peyman Bateni, Jarred Barber, Raghav Goyal, Vaden Masrani, Jan-Willem van de Meent, Leonid Sigal, Frank Wood


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q-Paths: Generalizing the Geometric Annealing Path using Power Means


Jul 01, 2021
Vaden Masrani, Rob Brekelmans, Thang Bui, Frank Nielsen, Aram Galstyan, Greg Ver Steeg, Frank Wood

* arXiv admin note: text overlap with arXiv:2012.07823 

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Differentiable Particle Filtering without Modifying the Forward Pass


Jun 18, 2021
Adam Ścibior, Vaden Masrani, Frank Wood

* 11 pages, 3 figures 

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Imagining The Road Ahead: Multi-Agent Trajectory Prediction via Differentiable Simulation


Apr 22, 2021
Adam Scibior, Vasileios Lioutas, Daniele Reda, Peyman Bateni, Frank Wood

* 10 pages, 8 figures 

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