2 papers
cs.CV2025
Surpassing state of the art on AMD area estimation from RGB fundus images through careful selection of U-Net architectures and loss functions for class imbalance
Valentyna Starodub, Mantas LukoÅ¡eviÄius
Age-related macular degeneration (AMD) is one of the leading causes of irreversible vision impairment in people over the age of 60. This research focuses on semantic segmentation f…
cs.CL2025
Extracting Sentence Embeddings from Pretrained Transformer Models
Lukas StankeviÄius, Mantas LukoÅ¡eviÄius
Pre-trained transformer models shine in many natural language processing tasks and therefore are expected to bear the representation of the input sentence or text meaning. These se…