Search Results for author: Katherine Crowson

Found 3 papers, 3 papers with code

Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers

1 code implementation21 Jan 2024 Katherine Crowson, Stefan Andreas Baumann, Alex Birch, Tanishq Mathew Abraham, Daniel Z. Kaplan, Enrico Shippole

We present the Hourglass Diffusion Transformer (HDiT), an image generative model that exhibits linear scaling with pixel count, supporting training at high-resolution (e. g. $1024 \times 1024$) directly in pixel-space.

Image Generation

VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance

1 code implementation18 Apr 2022 Katherine Crowson, Stella Biderman, Daniel Kornis, Dashiell Stander, Eric Hallahan, Louis Castricato, Edward Raff

Generating and editing images from open domain text prompts is a challenging task that heretofore has required expensive and specially trained models.

Image Generation

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