Kristof Schütt
4 papers · 2017–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Trend Setter
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Keywords
representation learning
(2)
feature learning
(1)
basis adaptation
(1)
convolutional neural network
(1)
random feature
(1)
quantum chemistry
(1)
molecular dynamics
(1)
molecular generation
(1)
equivariant representation
(1)
molecular property prediction
(1)
message passing neural network
(1)
rotational invariance
(1)
generative neural network
(1)
kernel methods
(1)
tensorial property
(1)
molecular spectra
(1)
graph neural network
(1)
neural network
(1)
energy prediction
(1)
force prediction
(1)
Papers
Equivariant message passing for the prediction of tensorial properties and molecular spectra
ICML 2021
Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules
NeurIPS 2019
An Empirical Study on The Properties of Random Bases for Kernel Methods
NeurIPS 2017
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions
NeurIPS 2017