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Carlo Manzo
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 3
Top Topics
Classification Accuracy
Random Fields
Stochastic Process
Deep Learning
Top Venues
CoRR
Nat. Mac. Intell.
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Publications
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Gabriel Fernández-Fernández
,
Carlo Manzo
,
Maciej Lewenstein
,
Alexandre Dauphin
,
Gorka Muñoz-Gil
Learning minimal representations of stochastic processes with variational autoencoders.
CoRR
(2023)
Jesús Pineda
,
Benjamin Midtvedt
,
Harshith Bachimanchi
,
Sergio Noé
,
Daniel Midtvedt
,
Giovanni Volpe
,
Carlo Manzo
Geometric deep learning reveals the spatiotemporal features of microscopic motion.
Nat. Mac. Intell.
5 (1) (2023)
Gorka Muñoz-Gil
,
Miguel Ángel García-March
,
Carlo Manzo
,
José David Martín-Guerrero
,
Maciej Lewenstein
Machine learning method for single trajectory characterization.
CoRR
(2019)