MO4.R12: Data-centric AI for Geosciences II
Mon, 8 Jul, 16:20 - 18:00
Location: MC 3.4
Session Type: Oral
Session Co-Chairs: Begüm Demir, Technische Universität Berlin and Sylvain Lobry, Université de Paris Cité
Track: Community-Contributed Sessions
Mon, 8 Jul, 16:20 - 16:34

MO4.R12.1: ACCELERATING DATA-CENTRIC AI IN GEOSCIENCES THROUGH COMMUNITY BENCHMARKING
Yuhan Rao, North Carolina State University, United States; Rob Redmon, Eric Kihn, National Oceanic and Atmospheric Administration, United States
Mon, 8 Jul, 16:34 - 16:48

MO4.R12.2: ETHICS IN DATA-CENTRIC AI FOR GEOSCIENCES: A DOUBLE-EDGED SWORD?
Mrinalini Kochupillai, Technical University of Munich, Germany
Mon, 8 Jul, 16:48 - 17:02

MO4.R12.3: CURATING AI-READY DATASETS FOR EQUITY AND ENVIRONMENTAL JUSTICE: A DATA-CENTRIC AI CASE STUDY
Paridhi Parajuli, Rajat Shinde, Iksha Gurung, The University of Alabama in Huntsville, United States; Manil Maskey, Rahul Ramachandran, NASA Marshall Space Flight Center, United States
Mon, 8 Jul, 17:02 - 17:16

MO4.R12.4: EFFICIENT TRAINING OF SLUM MAPPING MODELS USING DATA SHAPLEY APPROXIMATIONS
Florencio V Campomanes, Mariana Belgiu, Monika Kuffer, Anne M Dijkstra, Alfred Stein, University of Twente, Netherlands
Mon, 8 Jul, 17:16 - 17:30

MO4.R12.5: LULC SEGMENTATION IN HISTORICAL IMAGES UNDER DOMAIN SHIFT: AN EMPIRICAL STUDY
Swann Briand, Flora Weissgerber, Pierre Fournier, Office national d'études et de recherches aérospatiales, France; Magali Weissgerber, German Centre for Integrative Biodiversity Research, Germany
Mon, 8 Jul, 17:30 - 17:44

MO4.R12.6: AN ACTIVE LEARNING FRAMEWORK FOR MICROSEISMIC EVENT DETECTION
Tamara Sobot, David Murray, Vladimir Stankovic, Lina Stankovic, University of Strathclyde, United Kingdom; Peidong Shi, ETH Zurich, Switzerland
Mon, 8 Jul, 17:44 - 17:58

MO4.R12.7: KNOWLEDGE-AWARE VISUAL QUESTION GENERATION FOR REMOTE SENSING IMAGES
Siran Li, Li Mi, Javiera Castillo-Navarro, Devis Tuia, EPFL, Switzerland