GUSTAVO PÉREZ

Publications



An AI-Assisted Labeling Tool for Cataloging High-Resolution Images of Galaxies
Gustavo Perez, Sean Linden, Timothy McQuaid, Matteo Messa, Daniela Calzetti, Subhransu Maji
NeurIPS 2022 AI for Science: Progress and Promises.
pdf · paper · BibTex

Quantifying long-term phenological patterns of aerial insectivores roosting in the Great Lakes region using weather surveillance radar
Yuting Deng, Maria Belotti, Wenlong Zhao, Zezhou Cheng, Gustavo Perez, Elske Tielens, Victoria Simons, Daniel Sheldon, Subhransu Maji, Jeffrey Kelly, Kyle Horton
Global Change Biology, 2022.
paper · BibTex

Star Cluster Formation and Evolution in M101: An Investigation with the Legacy Extragalactic UV Survey
Sean Linden, Gustavo Perez, Daniela Calzetti, Subhransu maji, Matteo Messa, et al.
The Astrophysical Journal (ApJ), 2022.
paper · project page · preprint · BibTex

Domain Adaptors for Hyperspectral Images
Gustavo Perez, Subhransu Maji
26TH International Conference on Pattern Recognition (ICPR), 2022.
pdf · paper · project page · BibTex

Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge
Yoganand Balagurunathan, Andrew Beers, Michael McNitt-Gray, Lubomir Hadjiiski, Sandy Napel, Dmitry Goldgof, Gustavo Perez, Pablo Arbelaez, et al.
IEEE Transactions on Medical Imaging, 2021.
pdf · paper · BibTex

StarcNet: Machine Learning for Star Cluster Classification
Gustavo Perez, Matteo Messa, Daniela Calzetti, Subhransu maji, Dooseok Jung, Angela Adamo, Mattia Sirressi
The Astrophysical Journal (ApJ), 2021.
paper · project page · preprint · BibTex

Automated lung cancer diagnosis using three-dimensional convolutional neural networks
Gustavo Perez, Pablo Arbelaez
Medical & Biological Engineering & Computing, 2020.
pdf · project page · paper · BibTex

Finding Four-Leaf Clovers: A Benchmark for Fine-Grained Object Localization
Laura Bravo*, Alejandro Pardo*, Gustavo Perez*, Pablo Arbelaez
The Sixth Workshop on Fine-Grained Visual Categorization (FGVC6), CVPR 2019.
pdf · paper · poster · project page · dataset · BibTex

Automated Detection of Lung Nodules with Three-dimensional Convolutional Neural Networks
Gustavo Perez, Pablo Arbelaez →(oral)
13th International Conference on Medical Information Processing and Analysis, 2017.
pdf · project page · paper · BibTex