Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts

Zhitong Gao, Yucong Chen, Chuyu Zhang +1

Equipping predicted segmentation with calibrated uncertainty is essential for safety-critical applications. In this work, we focus on capturing the data-inherent uncertainty (aka a…