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Jörn-Henrik Jacobsen | Researchclopedia

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Jörn-Henrik Jacobsen

37

Works

2,825

Citations

17

h-index

23

i10-index

Research Topics

Generative Adversarial Networks and Image Synthesis Adversarial Robustness in Machine Learning Model Reduction and Neural Networks

Affiliations

Apple (Israel)2020–2020

University of Toronto2018–2020

Apple (United Kingdom)2022–2022

Vector Institute2020–2020

Amsterdam University of the Arts2016–2017

Top Works

Shortcut learning in deep neural networks

Robert Geirhos,Jörn-Henrik Jacobsen,et al.

20201,656 citations

Neural Networks and Applications

Anomaly Detection Techniques and Applications

Invertible Residual Networks

Jens Behrmann,Will Grathwohl,et al.

2018170 citations

Flexibly Fair Representation Learning by Disentanglement

Elliot Creager,David Madras,et al.

2019134 citations

Your Classifier is Secretly an Energy Based Model and You Should Treat\n it Like One

Will Grathwohl,Kuan-Chieh Wang,et al.

2019119 citations

Residual Flows for Invertible Generative Modeling

Ricky T. Q. Chen,Jens Behrmann,et al.

201996 citations

Jörn-Henrik Jacobsen,Jan van Gemert,et al.

90 citations

Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One

Will Grathwohl,Kuan-Chieh Wang,et al.

201986 citations

How to train your neural ODE: the world of Jacobian and kinetic regularization

Chris Finlay,Jörn-Henrik Jacobsen,et al.

202076 citations

Excessive Invariance Causes Adversarial Vulnerability

Jörn-Henrik Jacobsen,Jens Behrmann,et al.

201859 citations