9 citations · 17 across the 5 of their papers we have counts for
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cs.LG2023★ 6 cited
A Trustworthiness Score to Evaluate DNN Predictions
Abanoub Ghobrial, Darryl Hond, Hamid Asgari +1
Due to the black box nature of deep neural networks (DNN), the continuous validation of DNN during operation is challenging with the absence of a human monitor. As a result this ma…
cs.LG2022★ 1 cited
DIRA: Dynamic Domain Incremental Regularised Adaptation
Abanoub Ghobrial, Xuan Zheng, Darryl Hond +2
Autonomous systems (AS) often use Deep Neural Network (DNN) classifiers to allow them to operate in complex, high-dimensional, non-linear, and dynamically changing environments. Du…