Modern PyTorch Techniques for VAEs: A Comprehensive Tutorial

This tutorial bridges the gap in existing VAE literature by integrating modern PyTorch functionalities like torch.distributions and dataclasses for more efficient, cleaner code. Aimed at advancing understanding and application of VAEs with the latest PyTorch features.

2024-03-03 · 18 min · 3777 words · Hunter Heidenreich

Exploring GAN Objective Functions

Dive deep into the objective functions that power Generative Adversarial Networks (GANs) and their role in generative AI.

2018-08-23 · 14 min · 2783 words · Hunter Heidenreich

Understanding Generative Adversarial Networks (GANs)

Dive into the fundamentals of Generative Adversarial Networks (GANs) and discover how they’re revolutionizing the field of generative AI.

2018-08-18 · 9 min · 1811 words · Hunter Heidenreich

Word Embeddings in NLP: An Introduction

An introduction to what word embeddings are and how they are used in natural language processing (NLP).

2018-08-05 · 11 min · 2201 words · Hunter Heidenreich