publications

publications by year in reverse chronological order.

2026

  1. arXiv
    SlotMatch: Distilling Object-Centric Representations for Unsupervised Video Segmentation
    Diana-Nicoleta Grigore, Neelu Madan, Andreas Mogelmose, and 2 more authors
    arXiv preprint arXiv:2508.03411, 2026
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2025

  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
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  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
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2024

  1. AAAI SDU
    Watermark Text Pattern Spotting in Document Images
    Mateusz Krubinski, Stefan Matcovici, Diana Grigore, and 2 more authors
    In AAAI 2024 Workshop on Scientific Document Understanding, 2024
    arXiv HTML

2023

  1. CLEF
    Transformer-Based Topic Modeling to Measure the Severity of Eating Disorder Symptoms
    Diana-Nicoleta Grigore, and Ioana Pintilie
    In CLEF Working Notes, 2023

2022

  1. 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
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