Scholar
Galadrielle Humblot-Renaux
Google Scholar ID: ZkceHFcAAAAJ
Visual Analysis and Perception lab, Aalborg University
Citations & Impact
Citations
75
H-index
5
i10-index
3
Publications
12
Co-authors
0
Publications
Resume (English only)
Education
- MSc in Robotics from Aalborg University, Denmark
- Master's thesis advisors: Rikke Gade and Letizia Marchegiani
- Thesis: “Where can I go?” Deep multi-modal scene understanding for outdoor navigation, proposing a severity-aware learning scheme, adaptive multi-modal fusion, and out-of-dataset evaluation
- BSc in Electrical Engineering from the University of Twente, Netherlands
- Developed interest in signal processing and first explored computer vision during undergraduate studies
Background
- PhD student at the Visual Analysis & Perception Lab, Aalborg University, Denmark
- Works at the intersection of computer vision and uncertainty
- Interested in the trustworthiness of deep learning models and their evaluation
- Recently focused on out-of-distribution (OOD) detection and data/label uncertainty
- Recipient of a PhD fellowship from the Danish Data Science Academy (DDSA)
Co-authors