Daniel D. Johnson

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Daniel TarlowResearch Scientist, Google Brain - MontrealVerified email at cs.toronto.edu
Jacob AustinResearcher, Google BrainVerified email at google.com
Rianne van den BergPrincipal researcher, Microsoft ResearchVerified email at microsoft.com
Jonathan HoVerified email at berkeley.edu
Chris J. MaddisonUniversity of TorontoVerified email at cs.toronto.edu
Dougal MaclaurinPhD student, Harvard UniversityVerified email at physics.harvard.edu
Adam PaszkeGoogleVerified email at students.mimuw.edu.pl
Dimitrios VytiniotisDeepMindVerified email at google.com
David DuvenaudAssociate Professor, University of TorontoVerified email at cs.toronto.edu
Jonathan Ragan-KelleyMIT CSAILVerified email at mit.edu
Matthew J. JohnsonGoogle BrainVerified email at csail.mit.edu
Ayoub El HanchiUniversity of TorontoVerified email at cs.toronto.edu
Robert KellerProfessor of Computer Science, Harvey Mudd CollegeVerified email at cs.hmc.edu
Hugo LarochelleGoogle DeepMind & MilaVerified email at google.com
Tamir HazanAssistant Professor, Technion - Israel Institute of TechnologyVerified email at technion.ac.il
Guy LorberbomPhD student, Technion – Israel Institute of TechnologyVerified email at campus.technion.ac.il
Charles SuttonGoogle, University of EdinburghVerified email at inf.ed.ac.uk
Kensen ShiGoogleVerified email at google.com
Vincent HellendoornCarnegie Mellon UniversityVerified email at cmu.edu
David BieberGoogleVerified email at google.com

Daniel D. Johnson

Research Scientist, Google Research / University of Toronto

Verified email at google.com - Homepage

Machine Learning Artificial Intelligence


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Structured Denoising Diffusion Models in Discrete State-Spaces J Austin, D Johnson, J Ho, D Tarlow, R Berg Advances in Neural Information Processing Systems, 2021, 2021	322	2021
Generating Polyphonic Music Using Tied Parallel Networks DD Johnson International Conference on Evolutionary and Biologically Inspired Music and …, 2017	132	2017
Learning Graphical State Transitions DD Johnson International Conference on Learning Representations, 2017	114	2017
Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming A Paszke, DD Johnson, D Duvenaud, D Vytiniotis, A Radul, MJ Johnson, ... Proceedings of the ACM on Programming Languages 5 (ICFP), 1-29, 2021	37	2021
Learning to Create Jazz Melodies Using a Product of Experts DD Johnson, RM Keller, N Weintraut Eighth International Conference on Computational Creativity, ICCC, Atlanta, 2017, 0	25*
Learning Graph Structure With A Finite-State Automaton Layer DD Johnson, H Larochelle, D Tarlow Advances in Neural Information Processing Systems 33, 2020	18	2020
Learning Generalized Gumbel-max Causal Mechanisms G Lorberbom, DD Johnson, CJ Maddison, D Tarlow, T Hazan Advances in Neural Information Processing Systems 34, 26792-26803, 2021	15	2021
Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions DD Johnson, AE Hanchi, CJ Maddison arXiv preprint arXiv:2210.01883, 2022	14	2022
Beyond In-Place Corruption: Insertion and Deletion In Denoising Probabilistic Models DD Johnson, J Austin, R van den Berg, D Tarlow ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit …, 2021	12	2021
RU-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents DD Johnson, D Tarlow, C Walder arXiv preprint arXiv:2303.00732, 2023	2	2023
A Library for Representing Python Programs as Graphs for Machine Learning D Bieber, K Shi, P Maniatis, C Sutton, V Hellendoorn, D Johnson, ... arXiv preprint arXiv:2208.07461, 2022	2	2022
Latent Gaussian Activity Propagation: Using Smoothness and Structure to Separate and Localize Sounds in Large Noisy Environments D Johnson, D Gorelik, RE Mawhorter, K Suver, W Gu, S Xing, C Gabriel, ... Advances in Neural Information Processing Systems, 3465-3474, 2018	2	2018
Parallel Algebraic Effect Handlers N Xie, DD Johnson, D Maclaurin, A Paszke arXiv preprint arXiv:2110.07493, 2021	1	2021
LEG processor for education M Waugaman, Z Davidson, S Dietrich, D Johnson, C Meyer, E Storm, ... 2016 11th European Workshop on Microelectronics Education (EWME), 1-5, 2016	1	2016
Geometric Realizations of the 3D Associahedron (Multimedia Exposition) SL Devadoss, DD Johnson, J Lee, J Warley 34th International Symposium on Computational Geometry (SoCG 2018), 2018		2018

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