Mélanie Ducoffe

18 papers C 2Journal 11Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LARD 2.0: Enhanced Datasets and Benchmarking for Autonomous Landing Systems. CoRR Yassine Bougacha, Geoffrey Delhomme, Mélanie Ducoffe, Augustin Fuchs, Jean-Brice Ginestet, Jacques Girard, Sofiane Kraiem, Franck Mamalet, Vincent Mussot, Claire Pagetti, Thierry Sammour
2025	—	`conf`	Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAP. COPA Alya Zouzou, Léo Andéol, Mélanie Ducoffe, Ryma Boumazouza
2025	J	`jnl`	Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAP. CoRR Alya Zouzou, Léo Andéol, Mélanie Ducoffe, Ryma Boumazouza
2024	J	`jnl`	Certification of avionic software based on machine learning: the case for formal monotony analysis. Int. J. Softw. Tools Technol. Transf. Mélanie Ducoffe, Christophe Gabreau, Ileana Ober, Iulian Ober, Guillaume Vidot
2024	J	`jnl`	How to design a dataset compliant with an ML-based system ODD? CoRR Cyril Cappi, Noémie Cohen, Mélanie Ducoffe, Christophe Gabreau, Laurent Gardes, Adrien Gauffriau, Jean-Brice Ginestet, Franck Mamalet, Vincent Mussot, Claire Pagetti, David Vigouroux
2024	J	`jnl`	Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing. CoRR Yizhak Yisrael Elboher, Raya Elsaleh, Omri Isac, Mélanie Ducoffe, Audrey Galametz, Guillaume Povéda, Ryma Boumazouza, Noémie Cohen, Guy Katz
2024	C	`conf`	Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance. FMICS Mélanie Ducoffe, Guillaume Povéda, Audrey Galametz, Ryma Boumazouza, Marion-Cécile Martin, Julien Baris, Derk Daverschot, Eugene O'Higgins
2024	J	`jnl`	Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance. CoRR Mélanie Ducoffe, Guillaume Povéda, Audrey Galametz, Ryma Boumazouza, Marion-Cécile Martin, Julien Baris, Derk Daverschot, Eugene O'Higgins
2024	J	`jnl`	Verification for Object Detection - IBP IoU. CoRR Noémie Cohen, Mélanie Ducoffe, Ryma Boumazouza, Christophe Gabreau, Claire Pagetti, Xavier Pucel, Audrey Galametz
2023	J	`jnl`	LARD - Landing Approach Runway Detection - Dataset for Vision Based Landing. CoRR Mélanie Ducoffe, Maxime Carrere, Léo Féliers, Adrien Gauffriau, Vincent Mussot, Claire Pagetti, Thierry Sammour
2022	C	`conf`	Formal Monotony Analysis of Neural Networks with Mixed Inputs: An Asset for Certification. FMICS Guillaume Vidot, Mélanie Ducoffe, Christophe Gabreau, Ileana Ober, Iulian Ober
2021	—	`conf`	Overestimation Learning with Guarantees. SafeAI@AAAI Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe
2021	J	`jnl`	Overestimation learning with guarantees. CoRR Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe
2020	J	`jnl`	Time Series to Images: Monitoring the Condition of Industrial Assets with Deep Learning Image Processing Algorithms. CoRR Gabriel Rodriguez Garcia, Gabriel Michau, Mélanie Ducoffe, Jayant Sen Gupta, Olga Fink
2018	—	`—`	Active learning and input space analysis for deep networks. (Active learning et visualisation des données d'apprentissage pour les réseaux de neurones profonds). Mélanie Ducoffe
2018	—	`conf`	Learning Wasserstein Embeddings. ICLR (Poster) Nicolas Courty, Rémi Flamary, Mélanie Ducoffe
2018	—	`conf`	Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis. ACL (1) Laurent Vanni, Mélanie Ducoffe, Carlos Aguilar, Frédéric Precioso, Damon Mayaffre
2017	J	`jnl`	Learning Wasserstein Embeddings. CoRR Nicolas Courty, Rémi Flamary, Mélanie Ducoffe