GradCAM CLI

Computer Vision with salience maps

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An interesting paper demonstrating an interpretable method for deep vision models was implmented in PyTorch for a project I did in Spring 2021. A note ahead of time: all equations and images are from the original paper (v4) unless otherwise specified. Obviously, all credit goes to the authors. [Read More]

Novelty Sentence Detection

A Foray into Anomaly Detection on Textual Data

Something I had considered recently was “how much is this sentence like another?” I figured it would be an interesting exploration at the intersection of natural language processing, statistics, and information theory. It certainly motivates the application of theory and data gathering. To be surem there are even many levels... [Read More]