Flow matching admits controllable generation by shifting the conditional endpoint mean computed from a reference set, enabling training-free guidance on frozen pretrained models.
Improving and generalizing flow-based generative models with minibatch optimal transport.Transactions on Machine Learning Research
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Follow the Mean: Reference-Guided Flow Matching
Flow matching admits controllable generation by shifting the conditional endpoint mean computed from a reference set, enabling training-free guidance on frozen pretrained models.