Conformalized Multimodal Uncertainty Regression and Reasoning

Domenico Parente, Nastaran Darabi, Alex C. Stutts +2

This paper introduces a lightweight uncertainty estimator capable of predicting multimodal (disjoint) uncertainty bounds by integrating conformal prediction with a deep-learning re…