Search Results for author: Dominic Rampas

Found 2 papers, 2 papers with code

Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models

1 code implementation1 Jun 2023 Pablo Pernias, Dominic Rampas, Mats L. Richter, Christopher J. Pal, Marc Aubreville

This highly compressed representation of an image provides much more detailed guidance compared to latent representations of language and this significantly reduces the computational requirements to achieve state-of-the-art results.

Image Compression Image Generation

A Novel Sampling Scheme for Text- and Image-Conditional Image Synthesis in Quantized Latent Spaces

4 code implementations14 Nov 2022 Dominic Rampas, Pablo Pernias, Marc Aubreville

Recent advancements in the domain of text-to-image synthesis have culminated in a multitude of enhancements pertaining to quality, fidelity, and diversity.

Conditional Image Generation Denoising +1

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