Interesting Stuff

Connecting the Dots in Machine Learning and Artificial Intelligence

Exploring the Landscape of Generative Models: A Simple Guide

Simple comparison between Autoregressive, Flow, VAEs, GANs, Energy-Based, Score-Based, and Diffusion models.

14 min read · November 20, 2023

2023 · VAE Autoregressive Flow Energy-Based Score-Based GAN Diffusion · generative-models
The Dual Nature of MLE and KL Divergence in Generative Modeling

Explaining the connection between MLE and KL Divergence in Generative Modeling

5 min read · November 05, 2023

2023 · MLE KL optimization · generative-models