IEEE IGARSS 2022 || Kuala Lumpur, Malaysia || 17

WE5.V16: Harnessing the Power of Quantum Computing for Machine Learning

Wed, 20 Jul, 19:50 - 21:20 Malaysia Time (UTC +8)
Wed, 20 Jul, 13:50 - 15:20 Central European Time (UTC +1)
Wed, 20 Jul, 11:50 - 13:20 UTC
Wed, 20 Jul, 07:50 - 09:20 Eastern Time (UTC -5)

Location: Virtual Room 16

Session Type: Oral Virtual

Session Co-Chairs: Datcu Mihai , DLR & UPB and Jacqueline Le Moigne, NASA

Session Manager: Woan Shiang Lee

Track: Invited Sessions

Wed, 20 Jul, 19:50 - 20:05 Malaysia Time (UTC +8)
Wed, 20 Jul, 13:50 - 14:05 Central European Time (UTC +1)
Wed, 20 Jul, 11:50 - 12:05 UTC
Wed, 20 Jul, 07:50 - 08:05 Eastern Time (UTC -5)

WE5.V16.1: QUANTUM SUPPORT VECTOR REGRESSION FOR BIOPHYSICAL VARIABLE ESTIMATION IN REMOTE SENSING

Edoardo Pasetto, Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Kristel Michielsen, Forschungszentrum Jülich, Germany; Farid Melgani, University of Trento, Italy; Morris Riedel, University of Iceland, Iceland

Wed, 20 Jul, 20:05 - 20:20 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:05 - 14:20 Central European Time (UTC +1)
Wed, 20 Jul, 12:05 - 12:20 UTC
Wed, 20 Jul, 08:05 - 08:20 Eastern Time (UTC -5)

WE5.V16.2: QUANTUM CONVOLUTIONAL CIRCUITS FOR EARTH OBSERVATION IMAGE CLASSIFICATION

Su Yeon Chang, Sofia Vallecorsa, Michele Grossi, CERN, Switzerland; Bertrand Le Saux, European Space Agency (ESA), Italy

Wed, 20 Jul, 20:20 - 20:35 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:20 - 14:35 Central European Time (UTC +1)
Wed, 20 Jul, 12:20 - 12:35 UTC
Wed, 20 Jul, 08:20 - 08:35 Eastern Time (UTC -5)

WE5.V16.3: QUANTUM-ASSISTED GREEDY ALGORITHMS

Ramin Ayanzadeh, Georgia Institute of Technology, United States; John Dorband, Milton Halem, Tim Finin, University of Maryland, Baltimore County, United States

Wed, 20 Jul, 20:35 - 20:50 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:35 - 14:50 Central European Time (UTC +1)
Wed, 20 Jul, 12:35 - 12:50 UTC
Wed, 20 Jul, 08:35 - 08:50 Eastern Time (UTC -5)

WE5.V16.4: AUTOMATING ANTENNA SCHEDULING PROBLEMS USING QUANTUM COMPUTING AND DEEP REINFORCEMENT LEARNING

Brian Wilson, Jet Propulsion Laboratory / Caltech, United States; Edwin Goh, Alexandre Guillaume, Ryan Alimo, Thomas Claudet, Hamsa Venkataram, Jet Propulsion Laboratory, United States

Wed, 20 Jul, 20:50 - 21:05 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:50 - 15:05 Central European Time (UTC +1)
Wed, 20 Jul, 12:50 - 13:05 UTC
Wed, 20 Jul, 08:50 - 09:05 Eastern Time (UTC -5)

WE5.V16.5: Quantum-compatible Variational Segmentation for image-to-image Wildfire Detection using Satellite Data

Ata Akbari Asanjan, Aaron Lott, USRA at NASA Ames Research Center, United States; Milad Memarzadeh, Thomas Templin, Eleanor Rieffel, NASA Ames Research Center, United States

Wed, 20 Jul, 21:05 - 21:20 Malaysia Time (UTC +8)
Wed, 20 Jul, 15:05 - 15:20 Central European Time (UTC +1)
Wed, 20 Jul, 13:05 - 13:20 UTC
Wed, 20 Jul, 09:05 - 09:20 Eastern Time (UTC -5)

WE5.V16.6: CORESET OF HYPERSPECTRAL IMAGES ON A SMALL QUANTUM COMPUTER

Soronzonbold Otgonbaatar, German Aerospace Center Oberpfaffenhofen, Technical University of Berlin, Germany; Mihai Datcu, German Aerospace Center Oberpfaffenhofen, Germany; Begüm Demir, Technical University of Berlin, Germany