Learning to Forecast Aleatoric and Epistemic Uncertainties over Long Horizon Trajectories

17 February 2023

Papers citing "Learning to Forecast Aleatoric and Epistemic Uncertainties over Long Horizon Trajectories"

5 / 5 papers shown

Title
Deep Modeling of Non-Gaussian Aleatoric Uncertainty Aastha Acharya Caleb Lee Marissa DÁlonzo Jared Shamwell Nisar R. Ahmed Rebecca L. Russell BDL 36 0 0 30 May 2024
Propagating State Uncertainty Through Trajectory Forecasting B. Ivanovic Yifeng Lin Shubham Shrivastava Punarjay Chakravarty Marco Pavone 73 18 0 07 Oct 2021
DEUP: Direct Epistemic Uncertainty Prediction Salem Lahlou Moksh Jain Hadi Nekoei V. Butoi Paul Bertin Jarrid Rector-Brooks Maksym Korablyov Yoshua Bengio PER UQLM UQCV UD 200 81 0 16 Feb 2021
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,608 0 19 Feb 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,660 0 05 Dec 2016