Latent-SDE: guiding stochastic differential equations in latent space for unpaired image-to-image translation

Abstract Score-based diffusion models have shown promising results in unpaired image-to-image translation (I2I). However, the existing methods only perform unpaired I2I in pixel space, which requires high computation costs. To this end, we propose guiding stochastic differential equations in latent...

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Dettagli Bibliografici
Autori principali: Xianjie Zhang, Min Li, Yujie He, Yao Gou, Yusen Zhang
Natura: Articolo
Lingua:English
Pubblicazione: Springer 2024-08-01
Serie:Complex & Intelligent Systems
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Accesso online:https://doi.org/10.1007/s40747-024-01566-1