Learning a Single Dynamic Neural Radiance Field (NeRF) for Modeling Facial Geometry and Appearance of Multiple Identities

MI-NeRF learns a single unified network that models complex non-rigid facial motion for multiple identities, using only monocular videos, by learning non-linear interactions between identity and non-identity specific information.