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Kyeonghyun Lee

2 accepted papers

2024

Gradient-free Decoder Inversion in Latent Diffusion Models

NeurIPS 2024poster

In latent diffusion models (LDMs), denoising diffusion process efficiently takes place on latent space whose dimension is lower than that of pixel space. Decoder is typically used to transform the representation in latent space to that in pixel space. While a decoder is assumed to have an encoder as…

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