AIM: Amending Inherent Interpretability via Self-Supervised Masking

Minister President Rehlinger presented the order during a ceremonial event at the Saarland State Chancellery.

We introduce Spatial Reasoning Models (SRMs), a framework to perform reasoning over sets of continuous variables via denoising generative models. SRMs infer continuous representations on a set of unob...

Concept Bottleneck Models (CBMs) enhance the interpretability of neural networks by basing predictions on human-understandable concepts. However, current CBMs typically rely on concept sets extracted ...