JointDreamer: Ensuring Geometry Consistency and Text Congruence in Text-to-3D Generation via Joint Score Distillation

• Main Authors: Jiang, Chenhan, Zeng, Yihan, Hu, Tianyang, Xu, Songcun, Zhang, Wei, Xu, Hang, Yeung, Dit-Yan
• Format: Journal Article
• Language: English
• Published: 16.07.2024
• Subjects: Computer Science - Computer Vision and Pattern Recognition

Score Distillation Sampling (SDS) by well-trained 2D diffusion models has shown great promise in text-to-3D generation. However, this paradigm distills view-agnostic 2D image distributions into the rendering distribution of 3D representation for each view independently, overlooking the coherence acr...