An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features. - Sara Akodad; Solène Vilfroy; Lionel Bombrun; Charles C. Cavalcante; Christian Germain; Yannick Berthoumieu (EUSIPCO, 2019)

Content-based image retrieval: Colorfulness and Depth visual perception quantification. - Solène Vilfroy; Thierry Urruty; Philippe Carré; Lionel Bombrun; Arnaud Bour (CBMI, 2021)

Conformal prediction for regression models with asymmetrically distributed errors: application to aircraft navigation during landing maneuver. - Solène Vilfroy; Lionel Bombrun; Thierry Urruty; Florence de Grancey; Jean-Philippe Lebrat; Philippe Carré (Mach. Learn., 2024)