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2407.00671
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Establishing Deep InfoMax as an effective self-supervised learning methodology in materials informatics
30 June 2024
Michael Moran
Vladimir V. Gusev
M. Gaultois
Dmytro Antypov
M. Rosseinsky
AI4CE
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Papers citing
"Establishing Deep InfoMax as an effective self-supervised learning methodology in materials informatics"
3 / 3 papers shown
Title
Beyond Normal: On the Evaluation of Mutual Information Estimators
Paweł Czyż
Frederic Grabowski
Julia E. Vogt
N. Beerenwinkel
Alexander Marx
26
32
0
19 Jun 2023
Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction
Mingyue Tang
Carl Yang
Pan Li
GNN
AI4CE
41
55
0
18 Feb 2022
Crystal Diffusion Variational Autoencoder for Periodic Material Generation
Tian Xie
Xiang Fu
O. Ganea
Regina Barzilay
Tommi Jaakkola
DiffM
BDL
212
232
0
12 Oct 2021
1