Jessica Hofmann

Trapped in Texture Bias? A Large Scale Comparison of Deep Instance Segmentation

"Do deep learning models for instance segmentation generalize to novel objects in a systematic way? For classification, such behavior has been questioned. In this study, we aim to understand if certain design decisions such as framework, architecture or pre-training contribute to the semantic unders…