TU2.R13: Representation Learning in Remote Sensing II: Time Series, Change Detection, and Label Noise
Tue, 18 Jul, 10:15 - 11:30 Pacific Time (UTC -7)
Location: Room 105
Session Type: Oral
Session Co-Chairs: Marc Rußwurm, Ecole Polytechnique Federale de Lausanne and Begüm Demir, Technische Universität Berlin
Session Manager: Ge Jiang
Track: Community-Contributed Sessions
Tue, 18 Jul, 10:15 - 10:27 Pacific Time (UTC -7)

TU2.R13.1: SELF-SUPERVISED SPATIO-TEMPORAL REPRESENTATION LEARNING OF SATELLITE IMAGE TIME SERIES
Iris Dumeur, Silvia Valero, Jordi Inglada, CESBIO, Université de Toulouse, CNES/CNRS/INRAe/IRD/UPS, France
Tue, 18 Jul, 10:27 - 10:39 Pacific Time (UTC -7)

TU2.R13.2: TEMPORALMIX FOR SELF-SUPERVISED LEARNING ON SATELLITE IMAGE TIME SERIES
Jules Bourcier, Preligens / Inria, France; Gohar Dashyan, Preligens, France; Karteek Alahari, Jocelyn Chanussot, Inria, France
Tue, 18 Jul, 10:39 - 10:51 Pacific Time (UTC -7)

TU2.R13.3: EXPLORATIONS IN SELF-SUPERVISED LEARNING FOR CHANGE DETECTION
Srikumar Sastry, Aayush Dhakal, Washington University in St. Louis, United States; Benjamin Brodie, BlueHalo, United States; Subash Khanal, Nathan Jacobs, Washington University in St. Louis, United States
Tue, 18 Jul, 10:51 - 11:03 Pacific Time (UTC -7)

TU2.R13.4: LABEL NOISE ROBUST IMAGE REPRESENTATION LEARNING BASED ON SUPERVISED VARIATIONAL AUTOENCODERS IN REMOTE SENSING
Gencer Sumbul, Begüm Demir, Technische Universität Berlin, Germany
Tue, 18 Jul, 11:03 - 11:15 Pacific Time (UTC -7)

TU2.R13.5: SEMI-SUPERVISED DEEP LEARNING REPRESENTATIONS IN EARTH OBSERVATION BASED FOREST MANAGEMENT
Oleg Antropov, Matthieu Molinier, VTT Technical Research Centre of Finland, Finland; Ridvan Salih Kuzu, German Aerospace Centre, Germany; Lloyd Hughes, Marc Rußwurm, Devis Tuia, Ecole Polytechnique Federale de Lausanne, Switzerland; Octavian Corneliu Dumitru, German Aerospace Centre, Germany; Shaojia Ge, Nanjing University of Science and Technology, China; Sudipan Saha, Indian Institute of Technology Delhi, India; Xiaoxiang Zhu, Technical University of Munich, Germany
Tue, 18 Jul, 11:15 - 11:30 Pacific Time (UTC -7)

TU2.R13.D: Discussion