Consistent-Inversion introduces reverse consistency guidance that corrects early target denoising steps by checking reversibility toward the source inversion trajectory under the original prompt.
Renoise: Real image inversion through iterative noising,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
A hybrid gradient-descent-plus-fixed-point method for inverting DDIM improves initial latent recovery and reconstruction accuracy over prior techniques on three datasets, with a new self-interpolation test exposing weaknesses in existing approaches.
citing papers explorer
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Consistent-Inversion: Reverse Consistency Guidance for Structure-Preserving Visual Editing
Consistent-Inversion introduces reverse consistency guidance that corrects early target denoising steps by checking reversibility toward the source inversion trajectory under the original prompt.
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Inverting the Generation Process of Denoising Diffusion Implicit Models: Empirical Evaluation and a Novel Method
A hybrid gradient-descent-plus-fixed-point method for inverting DDIM improves initial latent recovery and reconstruction accuracy over prior techniques on three datasets, with a new self-interpolation test exposing weaknesses in existing approaches.