Search Results for author: Xiaodan Du

Found 3 papers, 2 papers with code

Generative Models: What do they know? Do they know things? Let's find out!

no code implementations28 Nov 2023 Xiaodan Du, Nicholas Kolkin, Greg Shakhnarovich, Anand Bhattad

Generative models have been shown to be capable of synthesizing highly detailed and realistic images.

Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation

1 code implementation CVPR 2023 Haochen Wang, Xiaodan Du, Jiahao Li, Raymond A. Yeh, Greg Shakhnarovich

We propose to apply chain rule on the learned gradients, and back-propagate the score of a diffusion model through the Jacobian of a differentiable renderer, which we instantiate to be a voxel radiance field.

3D Generation Text to 3D

Text-Free Learning of a Natural Language Interface for Pretrained Face Generators

1 code implementation8 Sep 2022 Xiaodan Du, Raymond A. Yeh, Nicholas Kolkin, Eli Shechtman, Greg Shakhnarovich

We propose Fast text2StyleGAN, a natural language interface that adapts pre-trained GANs for text-guided human face synthesis.

Face Generation

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