Publications

2025

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    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
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    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

2024

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    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

2023

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    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