A Hierarchical Prototypical Network for Few-Shot Remote Sensing Scene Classification. - Manal Hamzaoui; Laetitia Chapel; Minh-Tan Pham; Sébastien Lefèvre (ICPRAI (2), 2022)

Hyperbolic Variational Auto-Encoder for Remote Sensing Scene Embeddings. - Manal Hamzaoui; Laetitia Chapel; Minh-Tan Pham; Sébastien Lefèvre (IGARSS, 2023)

De l'espace euclidien à l'espace hyperbolique : repenser la classification hiérarchique des images de scènes de télédétection. (From euclidean to hyperbolic spaces : rethinking hierarchical classification of remot sensing scene images). - Manal Hamzaoui (2023)

Hyperbolic prototypical network for few shot remote sensing scene classification. - Manal Hamzaoui; Laetitia Chapel; Minh-Tan Pham; Sébastien Lefèvre (Pattern Recognit. Lett., 2024)