Concepedia

Will Grathwohl

WG

16

Publications

1.2K

Citations

14

H-Index

2016

Active since

Affiliations

University of Toronto(Current)

Lawrence Livermore National Laboratory

Will Grathwohl is an author at University of Toronto specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceDeep LearningGenerative ModelsPattern RecognitionStatisticsImage AnalysisMachine Vision

Publications per year

2016–2023

16

Publications

16

FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative\n Models

Will Grathwohl, Ricky T. Q. Chen, Jesse Bettencourt et al. · arXiv (Cornell University) · 2018 · 318 citations · Full text

Invertible Residual Networks

Jens Behrmann, Will Grathwohl, Ricky T. Q. Chen et al. · International Conference on Machine Learning · 2019 · 192 citations

Convolutional Neural Network, Invertible Resnets, Machine Learning +20

Invertible Residual Networks

Jens Behrmann, Will Grathwohl, Ricky T. Q. Chen et al. · arXiv (Cornell University) · 2018 · 170 citations · Full text

Convolutional Neural Network, Invertible Resnets, Machine Learning +20

FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models

Will Grathwohl, Ricky T. Q. Chen, Jesse Bettencourt et al. · arXiv (Cornell University) · 2018 · 137 citations · Full text

Engineering, Machine Learning, Jacobian Trace +10

Backpropagation through the Void: Optimizing control variates for black-box gradient estimation

Will Grathwohl, Dami Choi, Yuhuai Wu et al. · arXiv (Cornell University) · 2017 · 99 citations · Full text

Artificial Intelligence, Model Optimization, Hyperparameter Estimation +14

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