FR3.R14: Toward Foundation Models for EO I
Fri, 12 Jul, 14:40 - 16:20
Location: Banqueting Hall
Session Type: Oral
Session Co-Chairs: Devis Tuia, EPFL and Sylvain Lobry, Université Paris Cité
Track: Community-Contributed Sessions
Fri, 12 Jul, 14:40 - 14:54

FR3.R14.1: TOWARDS DIVERSE AND REPRESENTATIVE GLOBAL PRETRAINING DATASETS FOR REMOTE SENSING FOUNDATION MODELS
Jacob Arndt, Philipe Dias, Abhishek Potnis, Dalton Lunga, Oak Ridge National Laboratory, United States
Fri, 12 Jul, 14:54 - 15:08

FR3.R14.2: TOWARD A FOUNDATION MODEL FOR IRREGULAR AND UNALIGNED SATELLITE IMAGE TIME SERIES
Iris Dumeur, Silvia Valero, Jordi Inglada, CESBIO, France
Fri, 12 Jul, 15:08 - 15:22

FR3.R14.3: GEOBIND: BINDING TEXT, IMAGE, AND AUDIO THROUGH SATELLITE IMAGES
Aayush Dhakal, Subash Khanal, Srikumar Sastry, Adeel Ahmad, Nathan Jacobs, Washington University in Saint Louis, United States
Fri, 12 Jul, 15:22 - 15:36

FR3.R14.4: ONE FOR ALL: TOWARD UNIFIED FOUNDATION MODELS FOR EARTH VISION
Zhitong Xiong, Yi Wang, Fahong Zhang, Xiao Xiang Zhu, Technical University of Munich, Germany
Fri, 12 Jul, 15:36 - 15:50

FR3.R14.5: PhilEO Bench: Evaluating Geo-Spatial Foundation Models
Casper Fibaek, Luke Camilleri, European Space Agency (ESA), Italy; Andreas Luyts, VITO, Belgium; Nikolaos Dionelis, Bertrand Le Saux, European Space Agency (ESA), Italy
Fri, 12 Jul, 15:50 - 16:04

FR3.R14.6: TRAINING VISUAL LANGUAGE MODELS WITH OBJECT DETECTION: GROUNDED CHANGE DESCRIPTIONS IN SATELLITE IMAGES
João Luis Prado Vieira, Syrielle Montariol, Javiera Castillo Navarro, Devis Tuia, Antoine Bosselut, EPFL, Switzerland
Fri, 12 Jul, 16:04 - 16:18

FR3.R14.7: SEGMENTATION-GUIDED ATTENTION FOR VISUAL QUESTION ANSWERING FROM REMOTE SENSING IMAGES
Lucrezia Tosato, Hichem Boussaid, Université Paris Cité, France; Flora Weissgerber, ONERA, France; Camille Kurtz, Laurent Wendling, Sylvain Lobry, Université Paris Cité, France