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Prime (Shengqu) Cai

@prime_cai • 2,201 subscribers

cs phd @stanford | interned @nvidia, seed | prev. @eth | I work on long context, continual learning, generative models, and infra | opinions are my own

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Sharing something exciting we've been working on as a Thanksgiving gift: Diffusion Self-Distillation (DSD), which redefines zero-shot customized image generation using FLUX. DSD is like DreamBooth, but zero-shot/training-free. It works across any input subject and desired context—character consistency, item/asset adaptation, scene relighting, and more. It even enables the creation of comics/mangas without any effort in fine-tuning or training a personalized model! 📰 Paper: 🌐 Website: Team effort with Eric Chan, Yunzhi Zhang, Leonidas Guibas, Jiajun Wu, and Gordon Wetzstein.
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Sharing something exciting we've been working on as a Thanksgiving gift: Diffusion Self-Distillation (DSD), which redefines zero-shot customized image generation using FLUX. DSD is like DreamBooth, but zero-shot/training-free. It works across any input subject and desired context—character consistency, item/asset adaptation, scene relighting, and more. It even enables the creation of comics/mangas without any effort in fine-tuning or training a personalized model! 📰 Paper: 🌐 Website: Team effort with Eric Chan, Yunzhi Zhang, Leonidas Guibas, Jiajun Wu, and Gordon Wetzstein.

Prime (Shengqu) Cai

60,760 views • 1 year ago

Freshly accepted to #ICCV2023! Trained on **images only**, we can freely extrapolate into or out of a scene. Joint effort with an amazing team Eric Chan Songyou Peng Mohamad Shahbazi Anton Obukhov Luc Van Gool Gordon Wetzstein
1:04
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Freshly accepted to #ICCV2023! Trained on **images only**, we can freely extrapolate into or out of a scene. Joint effort with an amazing team Eric Chan Songyou Peng Mohamad Shahbazi Anton Obukhov Luc Van Gool Gordon Wetzstein

Prime (Shengqu) Cai

66,412 views • 3 years ago

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