WE4.R10.4

AN AGENDA FOR MULTIMODAL FOUNDATION MODELS FOR EARTH OBSERVATION

Philipe Ambrozio Dias, Abhishek Potnis, Sreelekha Guggilam, Lexie Yang, Aristeidis Tsaris, Oak Ridge National Laboratory, United States; Henry Medeiros, University of Florida, United States; Dalton Lunga, Oak Ridge National Laboratory, United States
Session:
WE4.R10: Data Fusion: The AI Era Oral
Track:
Community-Contributed Sessions
Location:
Room 101
Presentation Time:
Wed, 19 Jul, 16:21 - 16:33 Pacific Time (UTC -8)
Session Chair:
Ronny Hänsch, German Aerospace Center
Session Manager:
Shengjie Liu
Presentation
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Discussion
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Resources
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Session WE4.R10
WE4.R10.1: GLAVITU: A HYBRID CNN-TRANSFORMER FOR MULTI-REGIONAL GLACIER MAPPING FROM MULTI-SOURCE DATA
Konstantin Maslov, Claudio Persello, University of Twente, Netherlands; Thomas Schellenberger, University of Oslo, Norway; Alfred Stein, University of Twente, Netherlands
WE4.R10.2: ROTATIONAL EQUIVARIANCE FOR REMOTE SENSING IMAGERY: CONVNETS VS. TRANSFORMERS
Nicolas Audebert, João Pedro Campos, Clément Rambour, Nicolas Thome, Conservatoire national des arts et métiers, France
WE4.R10.3: Using Data Fusion to enable near real-time parametric action during catastrophic flooding
Tanya Nair, Colin Doyle, Veda Sunkara, Nicholas Leach, Max Goodman, Jonathan Frame, Philip Popien, Subit Chakrabarti, Beth Tellman, Cloud to Street, United States
WE4.R10.4: AN AGENDA FOR MULTIMODAL FOUNDATION MODELS FOR EARTH OBSERVATION
Philipe Ambrozio Dias, Abhishek Potnis, Sreelekha Guggilam, Lexie Yang, Aristeidis Tsaris, Oak Ridge National Laboratory, United States; Henry Medeiros, University of Florida, United States; Dalton Lunga, Oak Ridge National Laboratory, United States
WE4.R10.5: SPACENET 8: WINNING APPROACHES TO MULTI-CLASS FEATURE SEGMENTATION FROM SATELLITE IMAGERY FOR FLOOD DISASTERS
Ronny Hänsch, German Aerospace Center (DLR), Germany; Jacob Arndt, Dalton Lunga, Oak Ridge National Laboratory, United States; Tyler Pedelose, Arnold Boedihardjo, Joshua Pfefferkorn, Desiree Petrie, Todd M. Bacastow, Maxar Technologies, United States
WE4.R10.6: MULTIMODAL OBJECT DETECTION IN REMOTE SENSING
Abdelbadie Belmouhcine, Jean Christophe Burnel, Luc Courtrai, Minh-Tan Pham, Sébastien Lefèvre, IRISA, Université Bretagne Sud, France
Resources
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