339 citations · 686 across the 11 of their papers we have counts for
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cs.CV2022★ 2 cited
Evaluation of importance estimators in deep learning classifiers for Computed Tomography
Lennart Brocki, Wistan Marchadour, Jonas Maison +5
Deep learning has shown superb performance in detecting objects and classifying images, ensuring a great promise for analyzing medical imaging. Translating the success of deep lear…
cs.LG2022★ 2 cited
Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks
Lennart Brocki, Neo Christopher Chung
Despite excellent performance of deep neural networks (DNNs) in image classification, detection, and prediction, characterizing how DNNs make a given decision remains an open probl…