DiffEx: Explaining a Classifier with Diffusion Models to Identify Microscopic Cellular Variations

Anis Bourou, Saranga Kingkor Mahanta, Thomas Boyer +2

In recent years, deep learning models have been extensively applied to biological data across various modalities. Discriminative deep learning models have excelled at classifying i…