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October 20, 2025Open Access

Diffusion Explorer: Interactive Exploration of Diffusion Models

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Interactive tool reveals geometric properties of diffusion models in stochastic processes, suggesting new ways to visualize dynamics.

Diffusion Explorer enables interactive training of 2D diffusion models in the browser, enhancing user understanding.
The tool employs animation to visualize temporal dynamics, a method proven effective in illustrating complex systems.
Existing resources often require advanced knowledge, while Diffusion Explorer caters to a broader audience with its accessibility.
As an open-source project, Diffusion Explorer encourages community collaboration and further development in this field.

Helbling et al. (2025) studied this question.

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