Bruno Viti

CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition

Most machine learning-based image segmentation models produce pixel-wise confidence scores that represent the model’s predicted probability for each class label at every pixel. While this information can be particularly valuable in high-stakes domains such as medical imaging, these scores are heuris…