187 citations
- Centre Observation, Impacts, Énergie3 papers
- Université Paris Sciences et LettresFR3 papers
- BOKU UniversityAT1 paper
- Courant Institute of Mathematical SciencesUS1 paper
- Department for TransportGB1 paper
- École Nationale Supérieure des Mines de ParisFR1 paper
- École PolytechniqueFR1 paper
- Électricité de France (France)FR1 paper
- France Énergies MarinesFR1 paper
- IfremerFR1 paper
- ImpactCA1 paper
- Imperial College LondonGB1 paper
Showing cs.CVShow all
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cs.CV2024★ 1 cited
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems
Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint Drenan +1
Photovoltaic (PV) energy grows rapidly and is crucial for the decarbonization of electric systems. However, centralized registries recording the technical characteristifs of roofto…
cs.CV2023★ 1 cited
Can We Reliably Improve the Robustness to Image Acquisition of Remote Sensing of PV Systems?
Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint-Drenan +1
Photovoltaic (PV) energy is crucial for the decarbonization of energy systems. Due to the lack of centralized data, remote sensing of rooftop PV installations is the best option to…
cs.CV2023★ 3 cited
Assessment of the Reliablity of a Model's Decision by Generalizing Attribution to the Wavelet Domain
Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint Drenan +1
Neural networks have shown remarkable performance in computer vision, but their deployment in numerous scientific and technical fields is challenging due to their black-box nature.…