Last modified: June 02, 2023
AI + Machine Learning Articles
- The Annotated Diffusion Model - Some of the deep nuts and bolts behind Annotated Diffusion Models, aka Denoising Diffusion Probabilistic Models, aka DDPMs, aka autoencoders.
- A Recipe for Training Neural Networks - some good takeaways on patience, why training neural nets fast doesn’t work.
- dreambooth - an influential paper demonstrating how to create a model which is capable of synthesizing a personal subject (such as an animal or item) in different contexts. An expansion on existing generative techniques allowing us to generate images of a specific subject.
- Illustrated Stable Diffusion