Grad-CAM for Interpreting DNN Model Decisions


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.

Jul 22, 2022 12:00 PM — 12:30 PM
EMIL Summer'22 Seminars
Online (Zoom)
Asiful Arefeen
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). My research topics include machine learning, health monitoring system development and mobile health. I received my B.S. in Electrical and Electronic Engineering from Bangladesh University of Engineering & Technology (BUET) in 2019.