2025 Make me an Expert: Distilling from Generalist Black-Box Models into Specialized Models for Semantic Segmentation Yasser Benigmim, Subhankar Roy, Khalid Oublal, Imad Eddine Marouf, Slim Essid, and 2 more authors arXiv preprint arXiv:2509.00509 2025 arXiv PDF Code FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation Yasser Benigmim, Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, and Raoul Charette International Conference on Computer Vision (ICCV) 2025 arXiv Project PDF Code 2024 Collaborating Foundation Models for Domain Generalized Semantic Segmentation Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, and Stéphane Lathuilière Conference on Computer Vision and Pattern Recognition (CVPR) 2024 arXiv Project PDF Code 2023 One-Shot Unsupervised Domain Adaptation With Personalized Diffusion Models Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, and Stéphane Lathuilière Conference on Computer Vision and Pattern Recognition Workshops (CVPR-W) 2023 arXiv PDF Code