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12/05/2022
YolOOD: Utilizing Object Detection Concepts for Out-of-Distribution Detection
Out-of-distribution (OOD) detection has attracted a large amount of atte...
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01/21/2022
The Security of Deep Learning Defences for Medical Imaging
Deep learning has shown great promise in the domain of medical image ana...
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09/11/2020
Fairness Matters – A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems
Facial recognition technologies are widely used in governmental and indu...
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08/16/2020
GLOD: Gaussian Likelihood Out of Distribution Detector
Discriminative deep neural networks (DNNs) do well at classifying input ...
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02/06/2020