publications

2026

1. CVPR

   

   Explaining CLIP Zero-shot Predictions Through Concepts

   Onat Ozdemir, Anders Christensen, Stephan Alaniz, and 2 more authors

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2026

   Bib PDF Website

   @inproceedings{Ozdemir_2026_CVPR,
     author = {Ozdemir, Onat and Christensen, Anders and Alaniz, Stephan and Akata, Zeynep and Akbas, Emre},
     title = {Explaining CLIP Zero-shot Predictions Through Concepts},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     month = jun,
     year = {2026},
     pages = {31336-31345},
   }

2. Preprint

   

   A Systematic Comparison of Training Objectives for Out-of-Distribution Detection in Image Classification

   Furkan Genç, Onat Özdemir, and Emre Akbaş

   arXiv preprint arXiv:2603.07571, Mar 2026

   Bib PDF

   @article{gencc2026systematic,
     author = {Gen{\c{c}}, Furkan and {\"O}zdemir, Onat and Akba{\c{s}}, Emre},
     title = {A Systematic Comparison of Training Objectives for Out-of-Distribution Detection in Image Classification},
     journal = {arXiv preprint arXiv:2603.07571},
     month = mar,
     year = {2026},
   }

2025

1. MSc Thesis

   

   Interpretable zero-shot classification with concept bottleneck models

   Onat Özdemir

   Middle East Technical University, Aug 2025

   Bib PDF

   @mastersthesis{Ozdemir_2025_MSc,
     author = {{\"O}zdemir, Onat},
     title = {Interpretable zero-shot classification with concept bottleneck models},
     school = {Middle East Technical University},
     month = aug,
     year = {2025},
   }