Investigating and Improving Latent Density Segmentation Models for
Aleatoric Uncertainty Quantification in Medical ImagingIEEE Transactions on Medical Imaging (TMI), 2023 |
The Treasure Beneath Multiple Annotations: An Uncertainty-aware Edge
DetectorComputer Vision and Pattern Recognition (CVPR), 2023 |
Stochastic Segmentation with Conditional Categorical Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023 |
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture
of Stochastic ExpertsInternational Conference on Learning Representations (ICLR), 2022 |