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Success of Uncertainty-Aware Deep Models Depends on Data Manifold Geometry

2 August 2022

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Papers citing "Success of Uncertainty-Aware Deep Models Depends on Data Manifold Geometry"

2 / 2 papers shown

Title
Model uncertainty quantification using feature confidence sets for outcome excursions Junting Ren Armin Schwartzman 228 0 0 28 Apr 2025
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness Jeremiah Zhe Liu Zi Lin Shreyas Padhy Dustin Tran Tania Bedrax-Weiss Balaji Lakshminarayanan UQCV BDL 731 510 0 17 Jun 2020