Repurposing Protein Folding Models for Generation with Latent Diffusion

repurposing protein folding models for image generation is just smart domain transfer. the underlying mathematics of predicting 3D structures and diffusing latent space have parallel concepts. it shows that if you can accurately model complex physical systems, you can transfer that knowledge to other complex, high-dimensional data generation tasks. it's about finding the shared representation space, not just slapping a prompt on an old model.