activity
20232026
most citedAttribute Regularized Soft Introspective VAE: Towards Cardiac Attribute Regularization Through MRI Domains

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

eess.IV2023

Attribute Regularized Soft Introspective Variational Autoencoder for Interpretable Cardiac Disease Classification

Maxime Di Folco, Cosmin I. Bercea, Julia A. Schnabel

Interpretability is essential in medical imaging to ensure that clinicians can comprehend and trust artificial intelligence models. In this paper, we propose a novel interpretable…

eess.IV2023★ 1 cited

Attribute Regularized Soft Introspective VAE: Towards Cardiac Attribute Regularization Through MRI Domains

Maxime Di Folco, Cosmin Bercea, Julia A. Schnabel

Deep generative models have emerged as influential instruments for data generation and manipulation. Enhancing the controllability of these models by selectively modifying data att…