Abstract: We propose a general way to integrate procedural knowledge of a domain into deep learning models. We apply it to the case of video prediction, building on top of object-centric deep models ...

This procedural generator started as a hobby project to learn about various procedural algorithms (cellular automata, marching squares and Bresenham's line algorithm to name a few). Inspiration was ...

PDL is a declarative language designed for developers to create reliable, composable LLM prompts and integrate them into software systems. It provides a structured way to specify prompt templates, ...