Accurate Prediction and Uncertainty Estimation using Decoupled Prediction Interval Networks

Kinjal Patel, Steven Waslander

We propose a network architecture capable of reliably estimating uncertainty of regression based predictions without sacrificing accuracy. The current state-of-the-art uncertainty…