On Diffusion Process in SE(3)-invariant Space

• Main Authors: Zhou, Zihan, Liu, Ruiying, Zheng, Jiachen, Wang, Xiaoxue, Yu, Tianshu
• Format: Journal Article
• Language: English
• Published: 03.03.2024
• Subjects: Computer Science - Learning

Sampling viable 3D structures (e.g., molecules and point clouds) with SE(3)-invariance using diffusion-based models proved promising in a variety of real-world applications, wherein SE(3)-invariant properties can be naturally characterized by the inter-point distance manifold. However, due to the no...