Kristof Schütt
4 papers · 2017–2021 · 2 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (13) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (2) 🧭 Keyword Pioneer
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Conferences
NIPS (3)
ICML (1)
Top co-authors
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
NIPS 2019
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions
NIPS 2017
An Empirical Study on The Properties of Random Bases for Kernel Methods
NIPS 2017