2025
GMM-based VAE model with Normalising Flow for effective stochastic segmentation
NeurIPS 2025poster
While deep neural networks possess the capability to perform semantic segmentation, producing a single deterministic output limits reliability in safety-critical applications, caused by uncertainty and annotation variability. To address this, stochastic segmentation models using Conditional Variatio…