Discriminability-enforcing loss to improve representation learning. - Florinel-Alin Croitoru; Diana-Nicoleta Grigore; Radu Tudor Ionescu (CVPR Workshops, 2022)

Transformer-based Topic Modeling to Measure the Severity of Eating Disorder Symptoms. - Diana-Nicoleta Grigore; Ioana Pintilie (CLEF (Working Notes), 2023)

Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers. - Diana-Nicoleta Grigore; Mariana-Iuliana Georgescu; Jon Álvarez Justo; Tor Arne Johansen; Andreea Iuliana Ionescu; Radu Tudor Ionescu (WACV, 2025)

SlotMatch: Distilling Temporally Consistent Object-Centric Representations for Unsupervised Video Segmentation. - Diana-Nicoleta Grigore; Neelu Madan; Andreas Møgelmose; Thomas B. Moeslund; Radu Tudor Ionescu (CoRR, 2025)