FR4.R11: Large AI Models for EO
Fri, 21 Jul, 15:45 - 17:00 Pacific Time (UTC -7)
Location: Room 106
Session Type: Oral
Session Co-Chairs: Nicolas Longepe, ESA and Begum Demir, TU-Berlin
Session Manager: HUMAIRA SANAM
Track: Community-Contributed Sessions
Fri, 21 Jul, 15:45 - 15:57 Pacific Time (UTC -7)

FR4.R11.1: TEXT AS A RICHER SOURCE OF SUPERVISION IN SEMANTIC SEGMENTATION TASKS
Valerie Zermatten, Javiera Castillo Navarro, Lloyd Hughes, Ecole Polytechnique Federale de Lausanne (EPFL), Switzerland; Tobias Kellenberger, Federal Office of Topography swisstopo, Switzerland; Devis Tuia, Ecole Polytechnique Federale de Lausanne (EPFL), Switzerland
Fri, 21 Jul, 15:57 - 16:09 Pacific Time (UTC -7)

FR4.R11.2: MULTIMODAL SELF-SUPERVISED LEARNING FOR BOOSTING CROP CLASSIFICATION USING SENTINEL2 AND PLANETSCOPE
Ankit Patnala, Scarlet Stadtler, Martin Schultz, Forschungszentrum Juelich, Germany; Juergen Gall, University of Bonn, Germany
Fri, 21 Jul, 16:09 - 16:21 Pacific Time (UTC -7)

FR4.R11.3: SELF-LEARNING ONTOLOGY FOR NATURAL HAZARDS
Ion Grujdin, CEOSpaceTech, University Politehnica of Bucharest, Romania, Romania; Mihai Datcu, CEOSpaceTech, University Politehnica of Bucharest, Romania; Remote Sensing Technology Institute, German Aerospace Center (DLR), Germany, Romania
Fri, 21 Jul, 16:21 - 16:33 Pacific Time (UTC -7)

FR4.R11.4: LIT-4-RSVQA: LIGHTWEIGHT TRANSFORMER-BASED VISUAL QUESTION ANSWERING IN REMOTE SENSING
Leonard Hackel, Kai Norman Clasen, Technische Universität Berlin, Germany; Mahdyar Ravanbakhsh, Zalando SE Berlin, Germany; Begüm Demir, Technische Universität Berlin, Germany
Fri, 21 Jul, 16:33 - 16:45 Pacific Time (UTC -7)

FR4.R11.5: OVERCOMING LANGUAGE BIAS IN REMOTE SENSING VISUAL QUESTION ANSWERING VIA ADVERSARIAL TRAINING
Zhenghang Yuan, Lichao Mou, Xiaoxiang Zhu, Technical University of Munich, Germany
Fri, 21 Jul, 16:45 - 16:57 Pacific Time (UTC -7)

FR4.R11.6: A SELF-SUPERVISED CROSS-MODAL REMOTE SENSING FOUNDATION MODEL WITH MULTI-DOMAIN REPRESENTATION AND CROSS-DOMAIN FUSION
Yingchao Feng, Peijin Wang, Wenhui Diao, Qibin He, Huiyang Hu, Hanbo Bi, Xian Sun, Kun Fu, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China, China
Fri, 21 Jul, 16:57 - 17:12 Pacific Time (UTC -7)

FR4.R11.D: Discussion