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20202026
most citedOn Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors

51 citations · 111 across the 13 of their papers we have counts for

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cs.LG2024★ 2 cited

Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery

Payal Varshney, Adriano Lucieri, Christoph Balada +2

Trustworthiness is a major prerequisite for the safe application of opaque deep learning models in high-stakes domains like medicine. Understanding the decision-making process not…