Gabriel Kasmi Gabriel Kasmi

Identifiants chercheurs

IdHAL :

gabriel-kasmi

ORCID :

0000-0002-7774-4302

Présentation

Publications

Article dans une revue (3)

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,Philippe Blanc Environmental Data Science, 2025, 4, pp.e22. ⟨10.1017/eds.2025.13⟩ Article dans une revue hal-05044042v1
Remote-Sensing-Based Estimation of Rooftop Photovoltaic Power Production Using Physical Conversion Models and Weather Data Gabriel Kasmi,Augustin Touron,Philippe Blanc,Yves-Marie Saint-Drenan,Maxime Fortinet al. Energies, 2024, 17 (17), pp.4353. ⟨10.3390/en17174353⟩ Article dans une revue hal-04688937v1
A crowdsourced dataset of aerial images with annotated solar photovoltaic arrays and installation metadata Gabriel Kasmi,Yves-Marie Saint-Drenan,David Trebosc,Raphaël Jolivet,Jonathan Lelouxet al. Scientific Data , 2023, 10 (1), pp.59. ⟨10.1038/s41597-023-01951-4⟩ Article dans une revue hal-04000947v1

Communication dans un congrès (3)

One Wave to Explain Them All: A Unifying Perspective on Feature Attribution Gabriel Kasmi,Amandine Brunetto,Thomas Fel,Jayneel Parekh Forty Second International Conference on Machine Learning, Jul 2025, Vancouver (BC), Canada. ⟨10.48550/arXiv.2410.01482⟩ Communication dans un congrès hal-04843893v2
Assessment of the Reliablity of a Model's Decision by Generalizing Attribution to the Wavelet Domain Gabriel Kasmi,Laurent Dubus,Yves-Marie Saint-Drenan,Philippe Blanc XAI in Action: Past, Present, and Future Applications, Dec 2023, New Orléans, United States Communication dans un congrès hal-04385590v1
Towards unsupervised assessment with open-source data of the accuracy of deep learning-based distributed PV mapping Gabriel Kasmi,Laurent Dubus,Philippe Blanc,Yves-Marie Saint-Drenan Workshop on Machine Learning for Earth Observation (MACLEAN), in Conjunction with the ECML/PKDD 2022, Sep 2022, Grenoble, France Communication dans un congrès hal-03778289v1

Pré-publication, Document de travail (3)

Understanding the socio-economic patterns driving the adoption of rooftop photovoltaic systems : a preliminary literature review Sarah Mehiyddine,Gabriel Kasmi 2025 Pré-publication, Document de travail halshs-05121399v1
Balancing Robustness and Accuracy in Rooftop PV Estimation: Benchmarking the French TSO's Approach and Physics-Based Models Gabriel Kasmi,Augustin Touron,Laurent Dubus,Yves-Marie Saint-Drenan,Philippe Blanc 2025 Pré-publication, Document de travail hal-05288491v1
Leveraging Artificial Intelligence to Improve the Integration of Photovoltaic Energy into the Grid Gabriel Kasmi,Laurent Dubus,Yves-Marie Saint-Drenan,Philippe Blanc 2024 Pré-publication, Document de travail hal-04846823v1