Can Offline Testing of Deep Neural Networks Replace Their Online Testing?

26 January 2021

Papers citing "Can Offline Testing of Deep Neural Networks Replace Their Online Testing?"

5 / 5 papers shown

Title
Instance-Level Safety-Aware Fidelity of Synthetic Data and Its Calibration Chih-Hong Cheng Paul Stöckel Xingyu Zhao 30 2 0 10 Feb 2024
Uncertainty Quantification for Deep Neural Networks: An Empirical Comparison and Usage Guidelines Michael Weiss Paolo Tonella BDL UQCV 30 11 0 14 Dec 2022
Learning Failure-Inducing Models for Testing Software-Defined Networks Raphaël Ollando Seung Yeob Shin Lionel C. Briand 19 1 0 27 Oct 2022
Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems Fitash Ul Haq Donghwan Shin Lionel C. Briand OffRL 52 40 0 27 Oct 2022
Ergo, SMIRK is Safe: A Safety Case for a Machine Learning Component in a Pedestrian Automatic Emergency Brake System Markus Borg Jens Henriksson Kasper Socha Olof Lennartsson Elias Sonnsjo Lonegren T. Bui Piotr Tomaszewski S. Sathyamoorthy Sebastian Brink M. H. Moghadam 35 23 0 16 Apr 2022