Existence-Field Diffusion Model for Spatial Point Processes with Variable Cardinality

Xiaoyin Pan, Christian R. Shelton, Rakshith Mahishi +1

We study generative modeling of spatial point processes (SPP), where both the number of points and their spatial configuration are governed by a joint distribution. While diffusion…