2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)· 2022
High-Resolution Image Synthesis with Latent Diffusion Models
- 13,963citations
- 2022year
Short summary
Latent Diffusion Models (LDMs) achieve state-of-the-art image synthesis by performing diffusion in the latent space of pretrained autoencoders, significantly reducing computational costs and enabling high-resolution generation.
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Computer Vision and Pattern RecognitionComputer Science