JuLib | Articles & more - {"Cavallaro, Gabriele"}

1

Journal Article

Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

Pasetto, Edoardo
2024

IEEE journal of selected topics in applied earth observations and remote sensing, 17 (2024) S. 3262 - 3269

“...Cavallaro, Gabriele...”
OpenAccess OpenAccess

2

Journal Article

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

Delilbasic, Amer
2024

IEEE journal of selected topics in applied earth observations and remote sensing, 17 (2024) S. 1434 - 1445

“...Cavallaro, Gabriele...”
OpenAccess OpenAccess

3

Contribution to a conference proceedings

Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping

Sedona, Rocco
2023

“...Cavallaro, Gabriele...”
OpenAccess

4

Contribution to a book
Contribution to a conference proceedings

End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing

Tian, Liang
2023

“...Cavallaro, Gabriele...”
OpenAccess

5

Journal Article

Deep-Learning-Based 3-D Surface Reconstruction—A Survey

Farshian, Anis
2023

Proceedings of the IEEE, 111 (2023) 11, S. 1464 - 1501

“...Cavallaro, Gabriele...”
OpenAccess

6

Journal Article

A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications [T...

Maskey, Manil
2023

IEEE geoscience and remote sensing magazine, 11 (2023) 3, S. 129 - 132

“...Cavallaro, Gabriele...”
OpenAccess

7

Journal Article

Enhancing Distributed Neural Network Training Through Node-Based Communications

Moreno-Álvarez, Sergio
2023

IEEE transactions on neural networks and learning systems, 35 (2023) S. 1 - 15

“...Cavallaro, Gabriele...”
OpenAccess

8

Journal Article

Learning from Data for Remote Sensing Image Analysis

Bazi, Yakoub
2022

International journal of remote sensing, 43 (2022) 15-16, S. 5527 - 5533

“...Cavallaro, Gabriele...”
Published on 2022-11-12. Available in OpenAccess from 2023-11-12.

9

Contribution to a conference proceedings

Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification

Moreno-Alvarez, Sergio
2022

“...Cavallaro, Gabriele...”
OpenAccess

10

Journal Article

Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

Pasetto, Edoardo
2022

IEEE geoscience and remote sensing letters, 19 (2022) S. 1 - 5

“...Cavallaro, Gabriele...”
Get full text OpenAccess

11

Contribution to a book
Contribution to a conference proceedings

Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing

Pasetto, Edoardo
2022

“...Cavallaro, Gabriele...”
OpenAccess

12

Contribution to a conference proceedings

An Automatic Approach for the production of a Time Series of Consistent Land-cover Maps Based on Long-short Term Memory

Sedona, Rocco
2022

“...Cavallaro, Gabriele...”
OpenAccess

13

Contribution to a conference proceedings

Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures with the Jülich Unified Infrastructure for Quantum Computing

Cavallaro, Gabriele
2022

“...Cavallaro, Gabriele...”
OpenAccess

14

Contribution to a book
Contribution to a conference proceedings

Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning

Sharma, Surbhi
2022

“...Cavallaro, Gabriele...”
OpenAccess

15

Contribution to a conference proceedings

Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications

Riedel, M.
2022

“...Cavallaro, Gabriele...”
Get full text OpenAccess

16

Journal Article

Predicting Classification Performance for Benchmark Hyperspectral Datasets

Zhao, Bin
2022

IEEE journal of selected topics in applied earth observations and remote sensing, 15 (2022) S. 4180 - 4193

“...Cavallaro, Gabriele...”
OpenAccess

17

Preprint

Quantum SVR for Chlorophyll Concentration Estimation in Water with Remote Sensing

Pasetto, Edoardo
2022

“...Cavallaro, Gabriele...”
OpenAccess

18

Journal Article

High-Performance and Disruptive Computing in Remote Sensing: HDCRS—A new Working Group of the GRSS Earth Science Informatics Technical Committee [Technical Committees]

Cavallaro, Gabriele
2022

IEEE geoscience and remote sensing magazine, 10 (2022) 2, S. 329 - 345

“...Cavallaro, Gabriele...”
OpenAccess

19

Contribution to a conference proceedings

Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification

Aach, Marcel
2022

“...Cavallaro, Gabriele...”
OpenAccess

20

Journal Article

Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing

Moreno-Alvarez, Sergio
2022

IEEE geoscience and remote sensing letters, 19 (2022) S. 1 - 5

“...Cavallaro, Gabriele...”
OpenAccess

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