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FastNeRF: High-Fidelity Neural Rendering at 200FPS


Apr 15, 2021
Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, Julien Valentin

* main paper: 10 pages, 6 figures; supplementary: 10 pages, 17 figures 

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ACED: Accelerated Computational Electrochemical systems Discovery


Nov 10, 2020
Rachel C. Kurchin, Eric Muckley, Lance Kavalsky, Vinay Hegde, Dhairya Gandhi, Xiaoyu Sun, Matthew Johnson, Alan Edelman, James Saal, Christopher Vincent Rackauckas, Bryce Meredig, Viral Shah, Venkatasubramanian Viswanathan

* 4 pages, 1 figure, accepted to NeurIPS Climate Change and AI Workshop 2020 updating because one author's email was missing 

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A high fidelity synthetic face framework for computer vision


Jul 16, 2020
Tadas Baltrusaitis, Erroll Wood, Virginia Estellers, Charlie Hewitt, Sebastian Dziadzio, Marek Kowalski, Matthew Johnson, Thomas J. Cashman, Jamie Shotton


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High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images


Jun 26, 2020
Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton


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CONFIG: Controllable Neural Face Image Generation


May 12, 2020
Marek Kowalski, Stephan J. Garbin, Virginia Estellers, Tadas Baltrušaitis, Matthew Johnson, Jamie Shotton

* includes supplementary materials 

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Towards Automatic Screening of Typical and Atypical Behaviors in Children With Autism


Sep 17, 2019
Andrew Cook, Bappaditya Mandal, Donna Berry, Matthew Johnson

* This paper has been withdrawn by the authors due to insufficient or definition error(s) in the ethics approval protocol 

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Simple, Distributed, and Accelerated Probabilistic Programming


Nov 29, 2018
Dustin Tran, Matthew Hoffman, Dave Moore, Christopher Suter, Srinivas Vasudevan, Alexey Radul, Matthew Johnson, Rif A. Saurous

* Appears in Neural Information Processing Systems, 2018. Code available at http://bit.ly/2JpFipt 

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Capturing Structure Implicitly from Time-Series having Limited Data


Mar 15, 2018
Daniel Emaasit, Matthew Johnson


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The Segmented iHMM: A Simple, Efficient Hierarchical Infinite HMM


Feb 20, 2016
Ardavan Saeedi, Matthew Hoffman, Matthew Johnson, Ryan Adams


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Efficient non-greedy optimization of decision trees


Nov 12, 2015
Mohammad Norouzi, Maxwell D. Collins, Matthew Johnson, David J. Fleet, Pushmeet Kohli

* in NIPS 2015 

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