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Contribution to a conference proceedings 9 Contribution to a book 4 Journal Article 1

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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

“...Cavallaro, Gabriele...”

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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

“...Cavallaro, Gabriele...”

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

Riedel, Morris
2021

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Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing

Riedel, Morris
2021

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

Sedona, Rocco
2021

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Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification

Delilbasic, Amer
2021

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JUWELS Booster – A Supercomputer for Large-Scale AI Research

Kesselheim, Stefan
2021

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

Zhang, Run
2020

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Scaling Up a Multispectral Resnet-50 to 128 GPUs

Sedona, Rocco
2020

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

Cavallaro, Gabriele
2020

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Publications database 10 Open Access 9

Contribution to a conference proceedings 9 Contribution to a book 4 Journal Article 1

Cavallaro, Gabriele 10 Riedel, Morris 9 Sedona, Rocco 6 Book, Matthias 3 Jitsev, Jenia 3 Barakat, Chadi 2 more ... Michielsen, Kristel 2 Strube, Alexandre 2 Willsch, Madita 2 Benediktsson, Jon Atli 1 Bruzzone, Lorenzo 1 Brynjolfsson, S. 1 Busch, Josefine 1 Cherti, Mehdi 1 Delilbasic, Amer 1 Ebert, Jan 1 Einarsson, Petur 1 Gong, Bing 1 Hassanian, Reza 1 Herten, Andreas 1 Kamath, Roshni 1 Kesselheim, Stefan 1 Krajsek, Kai 1 Langguth, Michael 1 Lintermann, Andreas 1 Lippert, Thomas 1 Melgani, Farid 1 Mozaffari, Amirpasha 1 Neukirchen, Helmut 1 Paris, Claudia 1 see all ... less ...

Cross-Domain Algorithms, Tools, Methods Labs (ATMLs) and Research Groups 7 Research on AI- and Simulation-Based Engineering at Exascale 4 DEEP - Extreme Scale Technologies 3 Data-Intensive Science and Federated Computing 3 Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups 3 National Competence Centres in the framework of EuroHPC 2 more ... Adaptive multi-tier intelligent data manager for Exascale 1 DEEP – SOFTWARE FOR EXASCALE ARCHITECTURES 1 Doktorand ohne besondere Förderung 1 Earth System Data Exploration 1 Joint Virtual Laboratort for AI, Data Analytics and Scalable Simulation 1 SimLab Neuroscience 1 Supercomputing & Big Data Facilities 1 The Human Brain Project 1 see all ... less ...

Jülich Supercomputing Center; JSC 10

2021

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