Conformalized Multimodal Uncertainty Regression and Reasoning

no code implementations • 20 Sep 2023 • Domenico Parente, Nastaran Darabi, Alex C. Stutts, Theja Tulabandhula, Amit Ranjan Trivedi

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

Conformal Prediction Optical Flow Estimation +2