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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.

read1 min views1 publishedJun 25, 2026
InfiniteDiffusion: A new approach to infinite generation with diffusion models
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Introducing InfiniteDiffusion, my independent paper accepted to

#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

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