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
Session:
MO4.R12: Data-centric AI for Geosciences II Oral
Track:
Community-Contributed Sessions
Location:
MC 3.4
Presentation Time:
Mon, 8 Jul, 17:02 - 17:16
Session Co-Chairs:
Begüm Demir, Technische Universität Berlin and Sylvain Lobry, Université de Paris Cité
Presentation
Discussion
Resources
No resources available.
Session MO4.R12
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
MO4.R12.2: ETHICS IN DATA-CENTRIC AI FOR GEOSCIENCES: A DOUBLE-EDGED SWORD?
Mrinalini Kochupillai, Technical University of Munich, Germany
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
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
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
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
MO4.R12.7: KNOWLEDGE-AWARE VISUAL QUESTION GENERATION FOR REMOTE SENSING IMAGES
Siran Li, Li Mi, Javiera Castillo-Navarro, Devis Tuia, EPFL, Switzerland
Resources
No resources available.