Updating the LoRA score model one step ahead of the 3D model and keeping only the first-order correction term yields L2-VSD, a stable and higher-quality variant of VSD for text-to-3D generation.
Gans trained by a two time-scale update rule converge to a local nash equilib- rium
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.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Advancing Text-to-3D Generation with Linearized Lookahead Variational Score Distillation
Updating the LoRA score model one step ahead of the 3D model and keeping only the first-order correction term yields L2-VSD, a stable and higher-quality variant of VSD for text-to-3D generation.