Christiaan G. A. Viviers

Retaining Informative Latent Variables in Probabilistic Segmentation

Conditional latent-variable models can successfully quantify annotation variability in segmentation. Training such models involves tuning the dimensionality of the latent space to optimally capture the inherent data ambiguity. Nevertheless, we discover after careful tuning, that the latent space doe…