AI RESEARCH

Advances in 4D Representation: Geometry, Motion, and Interaction

arXiv CS.CV

ArXi:2510.19255v2 Announce Type: replace We present a survey on 4D generation and reconstruction, a fast-evolving subfield of computer graphics whose developments have been propelled by recent advances in neural fields, geometric and motion deep learning, as well as 3D generative artificial intelligence (GenAI). While our survey is not the first of its kind, we build our coverage of the domain from a unique and distinctive perspective of 4D representations, to model 3D geometry evolving over time while exhibiting motion and interaction.