| Session Title | FR2.R12: Labels in Deep Learning: Friend or Foe? II |
|---|---|
| Presentation Mode | Oral |
| Session Time | Friday, 02 August, 10:40 - 12:20 |
| Location | Room 421 |
| Session Chairs | Katarina Doctor, Naval Research Laboratory and Ronny Hänsch, Technische Universität Berlin |
| FR2.R12.1: THE CHALLENGE OF CREATING THE SARPTICAL DATASET |
| Yuanyuan Wang; Technical University of Munich |
| Xiao Xiang Zhu; German Aerospace Center (DLR) / Technical University of Munich (TUM) |
| FR2.R12.2: INTERACTIVE COCONUT TREE ANNOTATION USING FEATURE SPACE PROJECTIONS |
| John Edgar Vargas-Muñoz; University of Campinas |
| Ping Zhou; HERE Technologies |
| Alexandre Xavier Falcão; University of Campinas |
| Devis Tuia; Wageningen University |
| FR2.R12.3: AUTOMATIC EXTRACTION OF WEAK LABELED SAMPLES FROM EXISTING THEMATIC PRODUCTS FOR TRAINING CONVOLUTIONAL NEURAL NETWORKS |
| Claudia Paris; University of Trento |
| Lorenzo Bruzzone; University of Trento |
| FR2.R12.4: A NOVEL MULTI-ATTENTION DRIVEN SYSTEM FOR MULTI-LABEL REMOTE SENSING IMAGE CLASSIFICATION |
| Gencer Sumbul; Technische Universität Berlin |
| Begüm Demir; Technische Universität Berlin |
| FR2.R12.5: AN OVERVIEW OF LABELS IN DEEP LEARNING |
| Katarina Doctor; Naval Research Laboratory |
| Ronny Hänsch; Technische Universität Berlin |