Robustness and Overfitting Behavior of Implicit Background Models

1 code implementation • 21 Aug 2020 • Shirley Liu, Charles Lehman, Ghassan AlRegib

In this paper, we examine the overfitting behavior of image classification models modified with Implicit Background Estimation (SCrIBE), which transforms them into weakly supervised segmentation models that provide spatial domain visualizations without affecting performance.

Image Classification Segmentation +1