JuLib | Articles & more - {"Sedona, Rocco"}

1

Contribution to a conference proceedings

Accuracy assessment of land-use-land-cover maps: the semantic gap between in situ and satellite data

Paris, Claudia
2023

“...Sedona, Rocco...”

2

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

“...Sedona, Rocco...”
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

“...Sedona, Rocco...”
OpenAccess

4

Journal Article

Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series

Sedona, Rocco
2023

IEEE geoscience and remote sensing letters, 20 (2023) S. 1 - 5

“...Sedona, Rocco...”

5

Book
Dissertation / PhD Thesis

Scalable Deep Learning for Remote Sensing with High Performance Computing

Sedona, Rocco
2023

“...Sedona, Rocco...”
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6

Contribution to a book
Contribution to a conference proceedings

Challenges and Opportunities in the Adoption of High Performance Computing for Earth Observation in the Exascale Era

Cavallaro, Gabriele
2023

“...Sedona, Rocco...”

7

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

“...Sedona, Rocco...”
OpenAccess

8

Contribution to a conference proceedings

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

Aach, Marcel
2022

“...Sedona, Rocco...”
OpenAccess

9

Contribution to a book
Contribution to a conference proceedings

Enhancing Large Batch Size Training of Deep Models for Remote Sensing Applications

Sedona, Rocco
2021

“...Sedona, Rocco...”

10

Contribution to a book
Contribution to a conference proceedings

Evolutionary Optimization of Neural Architectures in Remote Sensing Classification Problems

Coquelin, Daniel
2021

“...Sedona, Rocco...”
OpenAccess

11

Contribution to a conference proceedings

Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures

Riedel, Morris
2021

“...Sedona, Rocco...”
OpenAccess

12

Contribution to a book
Contribution to a conference proceedings

JUWELS Booster – A Supercomputer for Large-Scale AI Research

Kesselheim, Stefan
2021

“...Sedona, Rocco...”
OpenAccess

13

Contribution to a conference proceedings

Design and Evaluation of an HPC-based Expert System to speed-up Retail Data Analysis using Residual Networks Combined with Parallel Association Rule Mining and Scalable Recommender...

Barakat, Chadi
2021

“...Sedona, Rocco...”
OpenAccess

14

Journal Article

A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images

Sedona, Rocco
2021

IEEE journal of selected topics in applied earth observations and remote sensing, 14 (2021) S. 10134 - 10146

“...Sedona, Rocco...”
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15

Lecture

Scalable Machine Learning with High Performance and Cloud Computing

Cavallaro, Gabriele
2020

“...Sedona, Rocco...”
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16

Conference Presentation

Scaling Up a Multispectral Resnet-50 to 128 GPUs

Sedona, Rocco
2020

“...Sedona, Rocco...”
OpenAccess

17

Journal Article

Exploration of machine learning methods for the classification of infrared limb spectra of polar stratospheric clouds

Sedona, Rocco
2020

Atmospheric measurement techniques, 13 (2020) 7, S. 3661 - 3682

“...Sedona, Rocco...”
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18

Contribution to a conference proceedings

Scaling Up a Multispectral Resnet-50 to 128 GPUs

Sedona, Rocco
2020

“...Sedona, Rocco...”
OpenAccess

19

Journal Article

Remote Sensing Big Data Classification with High Performance Distributed Deep Learning

Sedona, Rocco
2019

Remote sensing, 11 (2019) 24, S. 3056 -

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20

Conference Presentation

Exploration of Polar Stratospheric Clouds with IR limb measurements: Where we are and where we go

Spang, Reinhold
2019

“...Sedona, Rocco...”

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