2 papers
cs.CV2026
Ordinal Semantic Segmentation Applied to Medical and Odontological Images
Mariana Dória Prata Lima, Gilson Antonio Giraldi, Jaime S. Cardoso
Semantic segmentation consists of assigning a semantic label to each pixel according to predefined classes. This process facilitates the understanding of object appearance and spat…
cs.LG2025
Unimodal Distributions for Ordinal Regression
Jaime S. Cardoso, Ricardo Cruz, Tomé Albuquerque
In many real-world prediction tasks, class labels contain information about the relative order between labels that are not captured by commonly used loss functions such as multicat…