Követés
Sergio Moreno-Álvarez
Sergio Moreno-Álvarez
Assistant Professor at UNED, IEEE Graduate Student Member, PhD in Computer Sciences
E-mail megerősítve itt: lsi.uned.es - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
Multiple attention-guided capsule networks for hyperspectral image classification
ME Paoletti, S Moreno-Alvarez, JM Haut
IEEE Transactions on Geoscience and Remote Sensing 60, 1-20, 2021
352021
Distributed deep learning for remote sensing data interpretation
JM Haut, ME Paoletti, S Moreno-Álvarez, J Plaza, JA Rico-Gallego, ...
Proceedings of the IEEE 109 (8), 1320-1349, 2021
252021
Heterogeneous model parallelism for deep neural networks
S Moreno-Alvarez, JM Haut, ME Paoletti, JA Rico-Gallego
Neurocomputing 441, 1-12, 2021
142021
AAtt-CNN: Automatical attention-based convolutional neural networks for hyperspectral image classification
ME Paoletti, S Moreno-Álvarez, Y Xue, JM Haut, A Plaza
IEEE Transactions on Geoscience and Remote Sensing, 2023
132023
Training deep neural networks: a static load balancing approach
S Moreno-Alvarez, JM Haut, ME Paoletti, JA Rico-Gallego, JC Diaz-Martin, ...
The Journal of Supercomputing 76, 9739-9754, 2020
102020
Deep mixed precision for hyperspectral image classification
ME Paoletti, X Tao, JM Haut, S Moreno-Álvarez, A Plaza
The Journal of Supercomputing 77, 9190-9201, 2021
72021
Parameter-free attention network for spectral-spatial hyperspectral image classification
ME Paoletti, X Tao, L Han, Z Wu, S Moreno-Álvarez, SK Roy, A Plaza, ...
IEEE Transactions on Geoscience and Remote Sensing, 2023
42023
A comprehensive survey of imbalance correction techniques for hyperspectral data classification
ME Paoletti, O Mogollon, S Moreno, JC Sancho, JM Haut
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023
32023
A tool to assess the communication cost of parallel kernels on heterogeneous platforms
JA Rico-Gallego, S Moreno-Álvarez, JC Díaz-Martín, AL Lastovetsky
The Journal of Supercomputing 76 (6), 4629-4644, 2020
32020
Analytical Communication Performance Models as a metric in the partitioning of data-parallel kernels on heterogeneous platforms
JA Rico-Gallego, JC Díaz-Martín, C Calvo-Jurado, S Moreno-Álvarez, ...
The Journal of Supercomputing 75, 1654-1669, 2019
32019
Remote sensing image classification using CNNs with balanced gradient for distributed heterogeneous computing
S Moreno-Álvarez, ME Paoletti, G Cavallaro, JA Rico, JM Haut
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022
22022
Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection
JM Haut, S Moreno-Alvarez, R Pastor-Vargas, A Perez-Garcia, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023
12023
Hashing for Retrieving Long-tailed Distributed Remote Sensing Images
L Han, ME Paoletti, S Moreno-Álvarez, JM Haut, R Pastor-Vargas, A Plaza
IEEE Transactions on Geoscience and Remote Sensing, 2024
2024
Enhancing Distributed Neural Network Training Through Node-Based Communications
S Moreno-Álvarez, ME Paoletti, G Cavallaro, JM Haut
IEEE Transactions on Neural Networks and Learning Systems, 2023
2023
Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification
JM Haut, S Moreno-Álvarez, E Moreno-Ávila, VA Ayma, R Pastor-Vargas, ...
IEEE Geoscience and Remote Sensing Letters, 2023
2023
Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product
ME Paoletti, X Tao, L Han, Z Wu, S Moreno-Álvarez, JM Haut
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
2022
Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification
S Moreno-Álvarez, ME Paoletti, JA Rico, G Cavallaro, JM Haut
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
2022
Heterogeneous gradient computing optimization for scalable deep neural networks
S Moreno-Álvarez, ME Paoletti, JA Rico-Gallego, JM Haut
The Journal of Supercomputing 78 (11), 13455-13469, 2022
2022
Optimización de aplicaciones científicas y de aprendizaje automático en entornos de altas prestaciones heterogéneos
SM Álvarez
Universidad de Extremadura, 2022
2022
Optimización de aplicaciones científicas y de aprendizaje automático en entornos de altas prestaciones heterogéneos
S Moreno Álvarez
2022
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Cikkek 1–20