Search Results for author: Simon Kristoffersson Lind

Found 2 papers, 0 papers with code

Uncertainty Quantification Metrics for Deep Regression

no code implementations7 May 2024 Zilian Xiong, Simon Kristoffersson Lind, Per-Erik Forssén, Volker Krüger

Specifically, we focus on regression tasks, and investigate Area Under Sparsification Error (AUSE), Calibration Error, Spearman's Rank Correlation, and Negative Log-Likelihood (NLL).

regression Uncertainty Quantification

Out-of-Distribution Detection for Adaptive Computer Vision

no code implementations16 May 2023 Simon Kristoffersson Lind, Rudolph Triebel, Luigi Nardi, Volker Krueger

It is well known that computer vision can be unreliable when faced with previously unseen imaging conditions.

Out-of-Distribution Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.