FR4.R14.2

ENHANCED REMOTE SENSING MODEL PERFORMANCE THROUGH SELF-SUPERVISED LEARNING WITH MULTI-SPECTRAL DATA

Marlyne Hakizimana, Emelia Mavis, Yuting Chiu, Duke University, United States; Jordan Malof, University of Montana, United States; Kyle Bradbury, Duke University, United States
Session:
FR4.R14: Toward Foundation Models For EO II Oral
Track:
Community-Contributed Sessions
Location:
Banqueting Hall
Presentation Time:
Fri, 12 Jul, 17:34 - 17:48
Session Co-Chairs:
Devis Tuia, EPFL and Michael Mommert, Stuttgart University of Applied Sciences
Presentation
Discussion
Resources
No resources available.
Session FR4.R14
FR4.R14.1: MULTI-MODAL DIFFUSION FOR SELF-SUPERVISED PRETRAINING
Alexander Lontke, University of St. Gallen, Switzerland; Michael Mommert, Stuttgart University of Applied Sciences, Germany; Damian Borth, University of St. Gallen, Switzerland
FR4.R14.2: ENHANCED REMOTE SENSING MODEL PERFORMANCE THROUGH SELF-SUPERVISED LEARNING WITH MULTI-SPECTRAL DATA
Marlyne Hakizimana, Emelia Mavis, Yuting Chiu, Duke University, United States; Jordan Malof, University of Montana, United States; Kyle Bradbury, Duke University, United States
FR4.R14.3: SENSOR PARAMETER ENCODING FOR MULTI-SENSOR SELF-SUPERVISED LEARNING VIA MASKED AUTOENCODERS
Jonathan Prexl, Michael Schmitt, University of the Bundeswehr Munich, Germany
FR4.R14.4: LIGHTWEIGHT AND EFFICIENT: A FAMILY OF MULTIMODAL EARTH OBSERVATION FOUNDATION MODELS
Bart Beusen, Andreas Luyts, Xenia Ivashkovych, Tanja van Achteren, Flemish Institute for Technological Research (VITO), Belgium
FR4.R14.5: EFFICIENT SUBSEASONAL WEATHER FORECAST USING TELECONNECTION-INFORMED TRANSFORMERS
Shan Zhao, Zhitong Xiong, Xiao Xiang Zhu, Technical University of Munich, Germany
FR4.R14.6: GEOSPATIAL FOUNDATIONAL MODEL FOR CANOPY HEIGHT ESTIMATES ACROSS KENYA’S ECOREGIONS
Ademir Ferreira da Silva, Maciel Zortea, Julian Kuehnert, Anjani Atlouri, Gurkwandar Singh, Harini Srinivasan, Levente Klein, IBM Research, Brazil
FR4.R14.7: CROSSVG: VISUAL GROUNDING IN REMOTE SENSING WITH MODALITY-GUIDED INTERACTIONS
Shabnam Choudhury, Pratham Kurkure, Priyanka Talwar, Biplab Banerjee, INDIAN INSTITUTE OF TECHNOLOGY BOMBAY, India
Resources
No resources available.