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Pablo Estevez

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profesor/a

Universidad de Chile

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Professors in Astronomy

Recent Grants

Grant: Close

SELF-SUPERVISED LEARNING METHODS FOR REPRESENTATION LEARNING AND ANOMALY DETECTION IN TIME SERIES: APPLICATIONS TO ASTRONOMY AND ELECTROENCEPHALOGRAPHY

Open Date: 2022-04-01

Close Date: 2026-03-01

Grant: Open

Millennium Institute of Healthcare Engineering

Open Date: 2022-01-01

Close Date: 2027-01-01

Grant: Close

Big Data based Real-time Astronomy Applications for the LSST Era

Open Date: 2015-04-01

Close Date: 2018-03-01

Grant: Close

Millennium Institute of Astrophysics

Open Date: 2003-01-01

Close Date: 2024-06-01

Articles (17)

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2026

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2023

Collaborators (7)

Sergio Uribe

Professor of Medical Physics and Imaging

MONASH UNIVERSITY

AUSTRALIA

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Martin David Adams

Full Professor & Head of Department

Aston University

UNITED KINGDOM

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Amelia Bayo

European Southern Observatory

GERMANY

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Cecilia Okuma

profesor/a

Universidad de Chile

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Claudio A Perez

Full Professor

Universidad de Chile

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Aurelio Fernandez Bariviera

Associate Professor

Universitat Rovira i Virgili Departamento de Economía

SPAIN

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Paolo Coppi

Professor

Yale University

UNITED STATES

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Pablo Estevez

Research Interests

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Recent Grants

Articles (17)

TWEEF: Trustworthiness Estimation and Enhancement Framework for Machine Learning Models

Querying an astronomical database using large language models: the ALeRCE text-to-SQL system

USSD: Unsupervised Sleep Spindle Detector

Physics-Informed Neural Network for Modeling the Pulmonary Artery Blood Pressure from Magnetic Resonance Images: A Reduced-Order Navier–Stokes Model

Enhancing Slice-Wise Brain MRI Tasks using Self-Supervised and Auxiliary Learning

Machine and deep learning structural vessel analysis of ruptured and unruptured brain arteriovenous malformations

ATAT: Astronomical Transformer for time series and Tabular data

Diagnostic support in pediatric craniopharyngioma using deep learning

A robust deep learning detector for sleep spindles and K-complexes: towards population norms

Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts

Alert Classification for the ALeRCE Broker System: The Anomaly Detector

Persistent and occasional: Searching for the variable population of the ZTF/4MOST sky using ZTF Data Release 11

Model-based battery thermal parameter optimization using symbolic regression

Development of machine learning models to predict gestational diabetes risk in the first half of pregnancy

Detecting Early Risk of Alzheimer’s Disease Using Self-Supervised Multimodal Representation Learning

Special issue on Latin–American computational intelligence

Deep Attention-based Supernovae Classification of Multiband Light Curves

Collaborators (7)

Sergio Uribe

Martin David Adams

Amelia Bayo

Cecilia Okuma

Claudio A Perez

Aurelio Fernandez Bariviera

Paolo Coppi

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