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07/04/2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
We present SDXL, a latent diffusion model for text-to-image synthesis. C...
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04/18/2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models
Latent Diffusion Models (LDMs) enable high-quality image synthesis while...
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07/26/2022
Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models
Novel architectures have recently improved generative image synthesis le...
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04/25/2022
Retrieval-Augmented Diffusion Models
Generative image synthesis with diffusion models has recently achieved e...
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12/20/2021
High-Resolution Image Synthesis with Latent Diffusion Models
By decomposing the image formation process into a sequential application...
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08/19/2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis
Autoregressive models and their sequential factorization of the data lik...
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07/06/2021
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis
How would a static scene react to a local poke? What are the effects on ...
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06/21/2021
Understanding Object Dynamics for Interactive Image-to-Video Synthesis
What would be the effect of locally poking a static scene? We present an...
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05/10/2021
Stochastic Image-to-Video Synthesis using cINNs
Video understanding calls for a model to learn the characteristic interp...
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03/08/2021