SCSI iteratively refines a self-consistent transport map to invert black-box corruptions and enable generative modeling of clean data.
We fix the learning rate to be 0.0005 and use cosine schedule with warmup
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.