Gustavo Perez Sarabia
Gustavo Perez Sarabia
Postdoctoral Scholar, University of California Berkeley (EECS)
Verified email at - Homepage
Cited by
Cited by
Automated lung cancer diagnosis using three-dimensional convolutional neural networks
G Perez, P Arbelaez
Medical & Biological Engineering & Computing. Springer, 2020
StarcNet: Machine Learning for Star Cluster Identification
G Pérez, M Messa, D Calzetti, S Maji, DE Jung, A Adamo, M Siressi
The Astrophysical Journal 907 (2), 100, 2021
Lung nodule malignancy prediction in sequential ct scans: Summary of isbi 2018 challenge
Y Balagurunathan, A Beers, M Mcnitt-Gray, L Hadjiiski, S Napel, ...
IEEE transactions on medical imaging 40 (12), 3748-3761, 2021
Automated detection of lung nodules with three-dimensional convolutional neural networks
G Perez, P Arbelaez
Proc. SPIE 10572, 13th International Conference on Medical Information …, 2017
Long‐term analysis of persistence and size of swallow and martin roosts in the US Great Lakes
MCTD Belotti, Y Deng, W Zhao, VF Simons, Z Cheng, G Perez, E Tielens, ...
Remote Sensing in Ecology and Conservation 9 (4), 469-482, 2023
Quantifying long‐term phenological patterns of aerial insectivores roosting in the Great Lakes region using weather surveillance radar
Y Deng, MCTD Belotti, W Zhao, Z Cheng, G Perez, E Tielens, VF Simons, ...
Global Change Biology 29 (5), 1407-1419, 2023
Domain Adaptors for Hyperspectral Images
G Pérez, S Maji
2022 26th International Conference on Pattern Recognition (ICPR), 3048-3055, 2022
Star Cluster Formation and Evolution in M101: An Investigation with the Legacy Extragalactic UV Survey
ST Linden, G Perez, D Calzetti, S Maji, M Messa, BC Whitmore, ...
The Astrophysical Journal 935 (2), 166, 2022
DISCount: counting in large image collections with detector-based importance sampling
G Perez, S Maji, D Sheldon
Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22294 …, 2024
ZeoNet: 3D convolutional neural networks for predicting adsorption in nanoporous zeolites
Y Liu, G Perez, Z Cheng, A Sun, SC Hoover, W Fan, S Maji, P Bai
Journal of Materials Chemistry A 11 (33), 17570-17580, 2023
Using spatiotemporal information in weather radar data to detect and track communal roosts
G Perez, W Zhao, Z Cheng, MCTD Belotti, Y Deng, VF Simons, E Tielens, ...
Remote Sensing in Ecology and Conservation, 2024
An AI-Assisted Labeling Tool for Cataloging High-Resolution Images of Galaxies
G Perez, S Linden, T McQuaid, M Messa, D Calzetti, S Maji
NeurIPS 2022 Workshop AI for Science, 2022
Feedback in emerging extragalactic star clusters, FEAST: The relation between 3.3 m PAH emission and Star Formation Rate traced by ionized gas in NGC 628
B Gregg, D Calzetti, A Adamo, V Bajaj, JE Ryon, ST Linden, M Correnti, ...
arXiv preprint arXiv:2405.09667, 2024
Data to science with AI and human-in-the-loop
G Perez Sarabia
Human in-the-Loop Estimation of Cluster Count in Datasets via Similarity-Driven Nested Importance Sampling
G Perez, D Sheldon, G Van Horn, S Maji
arXiv preprint arXiv:2312.05287, 2023
Taking the Long View: Enhancing Learning On Multi-Temporal, High-Resolution, and Disparate Remote Sensing Data
S Correa, G Perez, P Jaramillo, J Taneja
Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023
Developing 3D Convolutional Neural Networks (ZeoNet) for Predicting Adsorption in Nanoporous Zeolites
Y Liu, G Perez, Z Cheng, A Sun, S Hoover, W Fan, S Maji, P Bai
2023 AIChE Annual Meeting, 2023
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
L Hadjiiski, S Napel, D Goldgof, G Perez, P Arbelaez, A Mehrtash, ...
IEEE Transactions on Medical Imaging 40 (12), 2021
Finding Four-Leaf Clovers: A Benchmark for Fine-Grained Object Localization
L Bravo, A Pardo, G Perez, P Arbelaez
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR …, 2019
Detección de nódulos pulmonares en imágenes de tomografía computarizada utilizando visión por computador
G Perez
VIII Seminario Internacional de Ingeniería Biomédica, 35 - 36, 2016
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