JuLib | Articles & more - {"Jülich Supercomputing Center; JSC"}

1

Riedel, Morris
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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2

Lecture

Deep Learning driven by Big Data

Cavallaro, Gabriele
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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3

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

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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4

Lecture

Image Filtering with Mathematical Morphology Operators

Cavallaro, Gabriele
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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5

Lecture

Scalable Machine Learning with High Performance and Cloud Computing

Cavallaro, Gabriele
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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6

Conference Presentation

Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer

Cavallaro, Gabriele
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

7

Conference Presentation

Scaling Up a Multispectral Resnet-50 to 128 GPUs

Sedona, Rocco
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

8

Conference Presentation

Super-Resolution of Large Volumes of Sentinel-2 Images with High Performance Distributed Deep Learning

Zhang, Run
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

9

Talk (non-conference)

Distributed Deep Learning with High Performance Computing for Large-Scale Remote Sensing Data

Cavallaro, Gabriele
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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10

Contribution to a conference proceedings

Super-Resolution of Large Volumes of Sentinel-2 Images with High Performance Distributed Deep Learning

Zhang, Run
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

11

Contribution to a conference proceedings

Scaling Up a Multispectral Resnet-50 to 128 GPUs

Sedona, Rocco
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

12

Contribution to a conference proceedings

Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer

Cavallaro, Gabriele
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

13

Lecture

Introduction to Deep Learning Models

Riedel, Morris
2019

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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14

Journal Article

Cloud Deep Networks for Hyperspectral Image Analysis

Haut, Juan Mario
2019

IEEE transactions on geoscience and remote sensing, 57 (2019) 12, S. 9832 - 9848

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”

15

Contribution to a conference proceedings

Scalable Workflows for Remote Sensing Data Processing with the Deep-Est Modular Supercomputing Architecture

Erlingsson, Ernir
2019

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

16

Contribution to a book
Contribution to a conference proceedings

Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images

Cavallaro, Gabriele
2019

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

17

Journal Article

Remote Sensing Big Data Classification with High Performance Distributed Deep Learning

Sedona, Rocco
2019

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

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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18

Lecture

Parallel and Scalable Machine Learning

Riedel, Morris
2019

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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