FeatInv: Spatially resolved mapping from feature space to input space using conditional diffusion models

Nils Neukirch, Johanna Vielhaben, Nils Strodthoff

Internal representations are crucial for understanding deep neural networks, such as their properties and reasoning patterns, but remain difficult to interpret. While mapping from…