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CVPR2025Top-tier venue

Perturb-and-Revise: Flexible 3D Editing with Generative Trajectories

Susung Hong, Johanna Suvi Karras, Ricardo Martin-Brualla, Ira Kemelmacher-Shlizerman

2025Year

Abstract

2 Google Research "… holding a champagne flute" "… a black leather jacket …" "… flats with roses" Figure 1. Perturb-and-Revise takes a source NeRF and an edit prompt as input and produces the edited result through: (1) versatile initialization via parameter perturbation, (2) multi-view consistent score distillation, and (3) refinement with the identity-preserving gradient.

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