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HeadArtist: Text-conditioned 3D Head Generation with Self Score Distillation
May 9, 2024, 4:45 a.m. | Hongyu Liu, Xuan Wang, Ziyu Wan, Yujun Shen, Yibing Song, Jing Liao, Qifeng Chen
cs.CV updates on arXiv.org arxiv.org
Abstract: This work presents HeadArtist for 3D head generation from text descriptions. With a landmark-guided ControlNet serving as the generative prior, we come up with an efficient pipeline that optimizes a parameterized 3D head model under the supervision of the prior distillation itself. We call such a process self score distillation (SSD). In detail, given a sampled camera pose, we first render an image and its corresponding landmarks from the head model, and add some particular …
abstract arxiv call controlnet cs.cv distillation generative head landmark pipeline prior supervision text type work
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