Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images

Katy Blumer, Subhashini Venugopalan, Michael P. Brenner +1

We analyze a dataset of retinal images using linear probes: linear regression models trained on some "target" task, using embeddings from a deep convolutional (CNN) model trained o…