Abstract
This presentation is all about producing visual explanation heat-maps that will help us understand how deep learning algorithms make decisions. We’ll see you how to interpret a dataset of cat & dog images using Grad-CAM and we can easily extend this example and use it for univariate and multivariate timeseries problems.
Asiful Arefeen
Graduate Research Assistant
I am a PhD student at Arizona State University (ASU). I am working under the supervision of Professor Hassan Ghasemzadeh at the Embedded Machine Intelligence Lab (EMIL). I am interested in explainable AI, machine learning, passive sensing and mobile health. I received a BS in Electrical & Electronic Engineering from Bangladesh University of Engineering & Technology (BUET) in 2019 and an MS in Biomedical Informatics from Arizona State University in 2023.