Diffusion model sampling guided by SIREN Jacobian signals can place user-specified critical points at chosen locations in generated vector fields while keeping outputs close to the training distribution.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Topology Guidance: Controlling the Outputs of Generative Models via Vector Field Topology
Diffusion model sampling guided by SIREN Jacobian signals can place user-specified critical points at chosen locations in generated vector fields while keeping outputs close to the training distribution.