Uncovering Conceptual Blindspots in Generative Image Models Using Sparse Autoencoders

Matyas Bohacek, Thomas Fel, Maneesh Agrawala +1

Despite their impressive performance, generative image models trained on large-scale datasets frequently fail to produce images with seemingly simple concepts -- e.g., human hands…