dreambooth3d.github.io - DreamBooth3D

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Amit Raj Srinivas Kaza Ben Poole Michael Niemeyer Nataniel Ruiz Ben Mildenhall Shiran Zada Kfir Aberman Michael Rubinstein Jonathan Barron Yuanzhen Li Varun Jampani Google

[Paper]      [Summary Video]      [BibTeX]

We present DreamBooth3D, an approach to personalize text-to-3D generative models from as few as 3-6 casually captured images of a subject. Our approach combines recent advances in personalizing text-to-image models (DreamBooth) with text-to-3D generation (DreamFusion). We find that naively combining these methods fails to yield satisfactory subject-specific 3D assets due to personalized text-to-image models overfitting to the input viewpoints of the subject. We overcome this through a 3-stage optimization s

Links to dreambooth3d.github.io (13)

• jonbarron.info Jon Barron
• varunjampani.github.io Varun Jampani - Home
• bmild.github.io Ben Mildenhall
• kfiraberman.github.io Kfir Aberman
• m-niemeyer.github.io Michael Niemeyer
• michaelmunje.com Michael Munje
• edz-o.github.io Yi Zhang
• xiaoyushi97.github.io Xiaoyu Shi
• li-yunshuang.github.io Yunshuang (Sheyla) Li
• wenjiezhao1.github.io Wenjie Zhao
• jaehyeokbae.me Jaehyeok Bae
• munje.org Michael Munje
• bmild.com Ben Mildenhall