Talks

Advances in Geospatial Foundation Models for Earth Observation
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European Pilot for Exascale (EUPEX) - Webinar

Advances in Geospatial Foundation Models for Earth Observation

This presentation provides an overview of recent advancements in Geospatial Foundation Models (FMs) for Earth observation through satellite remote sensing data.

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06 November 2024

Previous talks

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IEEE International Symposium on Geoscience and Remote Sensing (IGARSS)

Reverse Quantum Annealing for Hybrid Quantum-Classical Satellite Mission Planning

2024
Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS)

IEEE GRSS HDCRS School 2024

4-7 June 2024
ESA Big Data from Space (BiDS)

Challenges and Opportunities in the Adoption of High-performance Computing for Earth Observation Applications in the Exascale Era

2023
Arctic Circle Assembly

Remote Sensing for Climate Change Studies in the Arctic

2023
ESA/ESRIN

Innovative Computing Technologies for Earth Observation

2023
AI and Simulation Based Engineering Workshop (Hotel Grandior, Prague)

Seismic Imaging with Remote Sensing for Energy Applications

1 December 2022
Scientific workshop “HPC for research and development” - EuroCC Latvia

Towards AI Models based on Quantum Classical Hybrid Computing in Modular Supercomputing Architectures

4 October, 2022
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Kuala Lumpur, Malaysia

Hybrid Quantum-classical Workflows In Modular Supercomputing Architectures With The Jülich Unified Infrastructure For Quantum Computing

2022
University of Iceland

HDCRS Summer School 2022

2022
TU Berlin

Machine Learning For Remote Sensing Applications Powered By Modular Supercomputing Architectures

20 May, 2022
University of Iceland (IHPC)

High-performance, specialized and quantum computing for remote sensing. A new GRSS working group

15 December 2021
EuroCC Quantum Computing Mentoring Path (First Workshop)

Quantum Support Vector Machine Algorithms

09 November, 2021
CiTIUS (Centro Singular de Investigación en Tecnoloxías Intelixentes)

Deep Learning for Earth Observation powered by High Performance Computing

23 September 2021
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

Practice and Experience in using Parallel and Scalable Machine Learning in Remote Sensing from High Performance Computing over Cloud to Quantum Computing

2021
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification

2021
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

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

2021
IEEE GRSS (online webinar)

High-performance and Disruptive Computing in Remote Sensing (HDCRS): a new working group of the GRSS Earth Science Informatics Technical Committee

March 23, 2021
IEEE.tv Live Stream

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

04/11/2020
IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)

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

2020
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

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

2020
IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)

Scaling Up a Multispectral Resnet-50 to 128 GPUs

2020
Technische Universität Berlin

High Performance Computing Systems for Big Earth Observation Data Mining and Applications

19/03/2019
Conference on Big Data from Space (BiDS'19) - Munich

Remote sensing data analytics with the udocker container tool using multi-GPU deep learning systems

2019

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