Diana-Nicoleta Grigore

PhD student at the University of Bucharest. Scientist @ CrowdStrike

diana-profile.png

I am a PhD student in Artificial Intelligence at the University of Bucharest, where I am advised by Radu-Tudor Ionescu, and a Scientist at CrowdStrike. My work focuses on visual and vision-language models that are practical under real-world constraints, from limited supervision to deployment efficiency. I am especially interested in representation quality, robustness, self-supervised learning, and parameter-efficient adaptation.

selected publications

  1. WACV
    Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers
    Diana-Nicoleta Grigore, Mariana-Iuliana Georgescu, Jon Alvarez Justo, and 3 more authors
    In Proceedings of the Winter Conference on Applications of Computer Vision, Feb 2025
    HTML Code
  2. WACV
    Self-Supervised Incremental Learning of Object Representations from Arbitrary Image Sets
    George Leotescu, Alin-Ionut Popa, Diana-Nicoleta Grigore, and 2 more authors
    In Proceedings of the Winter Conference on Applications of Computer Vision, Feb 2025
    HTML Code
  3. CVPRW
    Discriminability-Enforcing Loss to Improve Representation Learning
    Florinel-Alin Croitoru, Diana-Nicoleta Grigore, and Radu Tudor Ionescu
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, Jun 2022
    HTML