InfiniteDiffusion: A new approach to infinite generation with diffusion models

A Walmart software engineer published InfiniteDiffusion, an independent paper accepted to SIGGRAPH 2026, introducing a new approach to infinite generation with diffusion models and the world's first learned procedural terrain generator, Terrain Diffusion. The work was done without funding, advisors, or a team, using only a single RTX 3090 Ti.

Introducing InfiniteDiffusion, my independent paper accepted to SIGGRAPH2026 https://x.com/hashtag/SIGGRAPH2026 I have one RTX 3090 Ti. No funding, advisors, or team. By day I'm a new grad SWE at Walmart. The paper has two main contributions: - InfiniteDiffusion: a new approach to infinite generation with diffusion models. - Terrain Diffusion: the world’s first learned procedural terrain generator. Here’s why this matters, and how they are connected. 🧵00:00