Maxwell Jones
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maxwelljones14.bsky.social
Maxwell Jones
@maxwelljones14.bsky.social
CMU Machine Learning Department PhD student advised by Jun-Yan Zhu and Ruslan Salakhutdinov | Rales fellow Class of 2024 | Siebel Scholar Class of 2024
I created a huggingface space for my current work PairCustomization - You can choose from a set of pretrained LoRAs trained with our method, and run inference with our novel style guidance:
huggingface.co/spaces/pairc...

I demo'ed this at #SIGRAPHASIA2024 and it went great! :)
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December 4, 2024 at 10:55 PM
After training, we allow for styled generation and image editing with both SDXL and FLUX (new!!)

Thanks to my amazing collaborators Sheng-Yu Wang, Nupur Kumari, @davidbau.bsky.social, and @junyanz.bsky.social for helping create this work :))

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December 4, 2024 at 10:54 PM
Learning style from a single image is difficult, but what if you had access to an **image pair** instead?

I’m excited to share our #SIGGRAPHASIA2024 work PairCustomization, on customizing text-to-image models with a single image pair!!

project page: paircustomization.github.io

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December 4, 2024 at 10:52 PM