Sep 14, 2022 · To this purpose, we propose to exploit Open-Set Recognition (OSR) techniques to perform Fault Detection in an extremely low-cost manner. In ...
Open-Set Recognition: an Inexpensive Strategy to. Increase DNN Reliability. G. Gavarini∗, D. Stucchi†, A. Ruospo∗, G. Boracchi†, E. Sanchez∗. ∗Politecnico ...
To this purpose, we propose to exploit Open-Set Recognition (OSR) techniques to perform Fault. Detection in an extremely low-cost manner. In particuar, we.
An ML-based approach for analytical reliability analysis is presented in [196] where Open-Set Recognition (OSR) methods are explored to analyze the ...
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What is open set recognition?
Evaluating convolutional neural networks reliability depending on their data ... 2021. Open-set recognition: an inexpensive strategy to increase dnn reliability.
, Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability. ; Gavarini, G; Stucchi, D; Ruospo, A; Boracchi, G; Sanchez, E ;. , ISBN: 1-66547 ...
Jan 22, 2024 · Open-set recognition: An inexpensive strategy to increase DNN reliability. In IEEE 28th International Symposium on On-Line Testing and ...
In open set recognition, a classification model is often tested on known classes and novel inputs from related classes not observed during training.
Missing: Inexpensive | Show results with:Inexpensive
Jan 11, 2022 · (2019b), it is shown using open-set experiments that VNNs produce more reliable confidence estimates compared to regular neural networks.
Missing: Inexpensive DNN
Mar 7, 2023 · In this paper, we introduce a novel approach to improve the accuracy of recognition methods while reducing the time complexity. Instead of ...
Missing: Inexpensive DNN