PhD Seminar • Artificial Intelligence/Computer Vision — Attention Mechanisms for Weakly Supervised Image SegmentationExport this event to calendar

Thursday, July 18, 2019 1:30 PM EDT

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.

Location 
DC - William G. Davis Computer Research Centre
2585
200 University Avenue West

Waterloo, ON N2L 3G1
Canada

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