Paulo Pacheco, PhD candidate
David R. Cheriton School of Computer Science
In this seminar I will discuss some of the current state-of-the-art methods for generating attention maps in weakly supervised (image level annotations) for classification tasks, aiming image segmentation inference and object localization.
I will present techniques that use the Global Average Polling Layer, Backpropagation and Image Masking, presenting some experimental results that compare these techniques under leveraged conditions.
200 University Avenue West
Waterloo, ON N2L 3G1