GUSTAVO PÉREZ

Publications



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.
ApJ · project page · preprint · BibTex

Domain Adaptors for Hyperspectral Images
Gustavo Perez, Subhransu Maji
26TH International Conference on Pattern Recognition (ICPR), 2022.
pdf · ICPR (to appear) · 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.
IEEE · 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.
ApJ · 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 · springer · 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 · fgvc 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 · spie · BibTex