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

1

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

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

2

Contribution to a conference proceedings

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

Moreno-Alvarez, Sergio
2022

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

3

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

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

4

Contribution to a conference proceedings

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

Riedel, Morris
2021

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

5

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

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
Get full text OpenAccess

6

Lecture

Parallel and Scalable Machine Learning

Riedel, Morris
2020

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

7

Lecture

Scalable Machine Learning with High Performance and Cloud Computing

Cavallaro, Gabriele
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
Get full text OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess

8

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

9

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

10

Contribution to a book
Contribution to a conference proceedings

Remote Sensing Data Analytics with the Udocker Container Tool using Multi-GPU Deep Learning Systems

Cavallaro, Gabriele
2019

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

11

Poster

Remote Sensing Data Analytics with the Udocker Container Tool using Multi-GPU Deep Learning Systems

Cavallaro, Gabriele
2019

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

12

Lecture

Introduction to Deep Learning Models

Riedel, Morris
2019

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

13

Lecture

Parallel and Scalable Machine Learning

Riedel, Morris
2019

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

14

Poster

Enhancing Remote Sensing Applications towards Exascalewith the DEEP-EST Modular Supercomputer Architecture

Cavallaro, Gabriele
2018

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

15

Contribution to a conference proceedings

Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images

Erlingsson, Ernir
2018

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

16

Contribution to a book
Contribution to a conference proceedings

The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks

Lange, Julius
2018

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

17

Contribution to a conference proceedings

Modular Supercomputing Design Supporting Machine Learning Applications

Erlingsson, E.
2018

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

18

Conference Presentation

The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks

Lange, Julius
2018

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

19

Lecture

High Performance and Cloud Computing for Remote Sensing Data

Cavallaro, Gabriele
2018

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

20

Lecture

Parallel and Scalable Machine Learning

Riedel, Morris
2018

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

Narrow Search Results