Guided Data Generation for Understanding Model Behavior

Eren Mehmet Kıral, Nurşen Aydın, Ş. İlker Birbil

We propose a method for generating distributions over the input space as an inspection tool for understanding trained models. Our framework poses questions of the form ``which inpu…