/unpaired-translation

Diffusion model that generates simulated and detector waveforms. Also includes successful Transformer variation of Aobo Li's CPU-net

Primary LanguageJupyter NotebookMIT LicenseMIT

Diffusion Models (Currently in process):

We have trained a diffusion model to generate a simulated waveform from gaussian noise.

Demonstration:

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Diffusion Model Predicting Noise (orange - noise, light green - predicted noise, dark green - intersection of the two) Alt text

Transformer + Cycle-GAN Models (Unpaired translation between simulated and detector waveforms)

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