publications

2026

1. 

   MID: Mask-Image Distributional Divergence for Evaluating Medical Image Segmentation

   Vincenzo Marcianò, Xiaoming Zhang, Gianluca Guglielmo, and 3 more authors

   arXiv preprint arXiv:2610.17354, 2026

   PDF

2. 

   Ranked Activation Shift for Post-Hoc Out-of-Distribution Detection

   Gianluca Guglielmo, and Marc Masana

   In European Conference on Computer Vision, 2026

   Bib PDF

   @inproceedings{guglielmo2026ranked,
     author = {Guglielmo, Gianluca and Masana, Marc},
     title = {Ranked Activation Shift for Post-Hoc Out-of-Distribution Detection},
     booktitle = {European Conference on Computer Vision},
     year = {2026},
     organization = {Springer},
   }

2025

1. 

   Leveraging Intermediate Representations for Better Out-of-Distribution Detection

   Gianluca Guglielmo, and Marc Masana

   In Proceedings of the 28th Computer Vision Winter Workshop, Feb 2025

   DOI Bib PDF

   @inproceedings{guglielmo2025leveraging,
     author = {Guglielmo, Gianluca and Masana, Marc},
     title = {Leveraging Intermediate Representations for Better Out-of-Distribution Detection},
     booktitle = {Proceedings of the 28th Computer Vision Winter Workshop},
     year = {2025},
     month = feb,
     doi = {10.3217/978-3-99161-022-9-005},
     isbn = {978-3-99161-022-9},
   }

2024

1. 

   Automated Classification of Semiconductor Defect Density SEM Images Using Deep Learning

   Corinna Kofler, Francisco López de la Rosa, Dominic Zarre, and 5 more authors

   In Recent Advances in Microelectronics Reliability: Contributions from the European ECSEL JU project iRel40, Feb 2024

   DOI