11 citations · 37 across the 21 of their papers we have counts for
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cs.CV2019★ 6 cited
Improving Feature Attribution through Input-specific Network Pruning
Ashkan Khakzar, Soroosh Baselizadeh, Saurabh Khanduja +3
Attributing the output of a neural network to the contribution of given input elements is a way of shedding light on the black-box nature of neural networks. Due to the complexity…
cs.CV2019
Learning Interpretable Features via Adversarially Robust Optimization
Ashkan Khakzar, Shadi Albarqouni, Nassir Navab
Neural networks are proven to be remarkably successful for classification and diagnosis in medical applications. However, the ambiguity in the decision-making process and the inter…