publications

2026

1. OVSS

   

   NERVE: Neighbourhood & Entropy-guided Random-walk for training free open-Vocabulary sEgmentation

   Kunal Mahatha, Jose Dolz, and Christian Desrosiers

   2026

   Bib PROJECT PAGE

   @article{mahatha2025nerve,
     title = {NERVE: Neighbourhood & Entropy-guided Random-walk for training free open-Vocabulary sEgmentation},
     author = {Mahatha, Kunal and Dolz, Jose and Desrosiers, Christian},
     year = {2026},
     publisher = {IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
   }

2025

1. Histopathology

   

   THUNDER: Tile-level Histopathology image UNDERstanding benchmark

   Pierre Marza, Leo Fillioux, Sofiène Boutaj, and 6 more authors

   2025

   Bib PROJECT PAGE

   @article{marza2025thunder,
     title = {THUNDER: Tile-level Histopathology image UNDERstanding benchmark},
     author = {Marza, Pierre and Fillioux, Leo and Boutaj, Sofi{\`e}ne and Mahatha, Kunal and Desrosiers, Christian and Piantanida, Pablo and Dolz, Jose and Christodoulidis, Stergios and Vakalopoulou, Maria},
     publisher = {Neural Information Processing Systems (NeurIPS) D&B Track},
     year = {2025},
   }