DreamDance: Animating Human Images by Enriching 3D Geometry Cues from 2D Poses

Y Pang, B Zhu, B Lin, M Zheng, FEH Tay… - arxiv preprint arxiv …, 2024 - arxiv.org
In this work, we present DreamDance, a novel method for animating human images using
only skeleton pose sequences as conditional inputs. Existing approaches struggle with …

Learning Semantic Facial Descriptors for Accurate Face Animation

L Zhu, Y Chen, X Liu, TH Li, G Li - arxiv preprint arxiv:2501.17718, 2025 - arxiv.org
Face animation is a challenging task. Existing model-based methods (utilizing 3DMMs or
landmarks) often result in a model-like reconstruction effect, which doesn't effectively …