To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation. - Marc Botet Colomer; Pier Luigi Dovesi; Theodoros Panagiotakopoulos; Joao Frederico Carvalho; Linus Härenstam-Nielsen; Hossein Azizpour; Hedvig Kjellström; Daniel Cremers; Matteo Poggi (ICCV, 2023)

Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation. - Reza Qorbani; Gianluca Villani; Theodoros Panagiotakopoulos; Marc Botet Colomer; Linus Härenstam-Nielsen; Mattia Segù; Pier Luigi Dovesi; Jussi Karlgren; Daniel Cremers; Federico Tombari; Matteo Poggi (CVPR, 2025)