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2020 – today
- 2024
[c3]Dora E. Alvarado-Carrillo
, Emmanuel Ovalle-Magallanes, Oscar S. Dalmau-Cedeño:
LCAM-Net: Local Context Attention Network for Diabetic Retinopathy Severity Classification. MCPR 2024: 355-367- 2023
- [j4]Emmanuel Ovalle-Magallanes, Dora E. Alvarado-Carrillo, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales:
Quantum angle encoding with learnable rotation applied to quantum-classical convolutional neural networks. Appl. Soft Comput. 141: 110307 (2023) - [c2]Daniel F. Zambrano-Gutierrez, Alberto C. Molina-Porras, Emmanuel Ovalle-Magallanes, Iván Amaya, José Carlos Ortiz-Bayliss, Juan Gabriel Aviña-Cervantes, Jorge M. Cruz-Duarte:
SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control. SSCI 2023: 1443-1448 - 2022
- [j3]Emmanuel Ovalle-Magallanes, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales:
Improving convolutional neural network learning based on a hierarchical bezier generative model for stenosis detection in X-ray images. Comput. Methods Programs Biomed. 219: 106767 (2022) - [j2]Emmanuel Ovalle-Magallanes, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales:
Hybrid classical-quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography. Expert Syst. Appl. 189: 116112 (2022) - 2021
- [j1]Emmanuel Ovalle-Magallanes, Noé G. Aldana-Murillo, Juan Gabriel Aviña-Cervantes, José Ruiz-Pinales, Jonathan Cepeda-Negrete, Sergio Ledesma:
Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map. IEEE Access 9: 6868-6877 (2021) - [c1]Dora E. Alvarado-Carrillo, Emmanuel Ovalle-Magallanes, Oscar S. Dalmau-Cedeño:
D-GaussianNet: Adaptive Distorted Gaussian Matched Filter with Convolutional Neural Network for Retinal Vessel Segmentation. ISGV 2021: 378-392
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