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ORCIDYves-Marie Saint-Drenan
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2020 – today
- 2024
[j1]William Wandji Nyamsi
, Yves-Marie Saint-Drenan, John A. Augustine, Antti Arola, Lucien Wald:
On the Relationships between Clear-Sky Indices in Photosynthetically Active Radiation and Broadband Ranges in Overcast and Broken-Cloud Conditions. Remote. Sens. 16(19): 3718 (2024)- [i5]Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint-Drenan, Philippe Blanc:
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems. CoRR abs/2408.07828 (2024) - 2023
- [i4]Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint-Drenan, Philippe Blanc:
Scale Matters: Attribution Meets the Wavelet Domain to Explain Model Sensitivity to Image Corruptions. CoRR abs/2305.14979 (2023) - [i3]Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint-Drenan, Philippe Blanc:
Can We Reliably Improve the Robustness to Image Acquisition of Remote Sensing of PV Systems? CoRR abs/2309.12214 (2023) - 2022
- [c1]Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint-Drenan, Philippe Blanc:
DeepSolar Tracker: Towards Unsupervised Assessment with Open-Source Data of the Accuracy of Deep Learning-Based Distributed PV Mapping. MACLEAN@PKDD/ECML 2022 - [i2]Gabriel Kasmi, Laurent Dubus, Philippe Blanc, Yves-Marie Saint-Drenan:
DeepSolar tracker: towards unsupervised assessment with open-source data of the accuracy of deep learning-based distributed PV mapping. CoRR abs/2207.07466 (2022) - [i1]Gabriel Kasmi, Yves-Marie Saint-Drenan, David Trebosc, Raphaël Jolivet, Jonathan Leloux, Babacar Sarr, Laurent Dubus:
A crowdsourced dataset of aerial images with annotated solar photovoltaic arrays and installation metadata. CoRR abs/2209.03726 (2022)
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