SCSI iteratively refines a self-consistent transport map to invert black-box corruptions and enable generative modeling of clean data.
Diffem: Learning from corrupted data with diffusion models via expectation maximization
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Generative Modeling from Black-box Corruptions via Self-Consistent Stochastic Interpolants
SCSI iteratively refines a self-consistent transport map to invert black-box corruptions and enable generative modeling of clean data.