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2 accepted papers

2024

SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

ICLR 2024spotlight

We present Stable Diffusion XL (SDXL), a latent diffusion model for text-to-image synthesis. Compared to previous versions of Stable Diffusion, SDXL leverages a three times larger UNet backbone, achieved by significantly increasing the number of attention blocks and including a second text encoder.…

2024

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

ICML 2024oral

Diffusion models create data from noise by inverting the forward paths of data towards noise and have emerged as a powerful generative modeling technique for high-dimensional, perceptual data such as images and videos. Rectified flow is a recent generative model formulation that connects data and no…

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