The Hidden Uncertainty in a Neural Networks Activations

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The Hidden Uncertainty in a Neural Networks Activations

5 December 2020

Yannick Strümpler

Roland Siegwart

Luc Van Gool

Federico Tombari

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Papers citing "The Hidden Uncertainty in a Neural Networks Activations"

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Title
Generating and Detecting True Ambiguity: A Forgotten Danger in DNN Supervision Testing Michael Weiss A. Gómez Paolo Tonella AAML 53 6 0 21 Jul 2022
Hyperdimensional Feature Fusion for Out-Of-Distribution Detection Samuel Wilson Tobias Fischer Niko Sünderhauf Feras Dayoub OODD 77 16 0 10 Dec 2021
Deep Deterministic Uncertainty: A Simple Baseline Jishnu Mukhoti Andreas Kirsch Joost R. van Amersfoort Philip Torr Y. Gal UD UQCV PER BDL 114 156 0 23 Feb 2021
The Fishyscapes Benchmark: Measuring Blind Spots in Semantic Segmentation Hermann Blum Paul-Edouard Sarlin Juan I. Nieto Roland Siegwart Cesar Cadena UQCV 89 159 0 05 Apr 2019