Towards Learning a Generalizable 3D Scene Representation from 2D Observations

Martin Gromniak, Jan-Gerrit Habekost, Sebastian Kamp +2

We introduce a Generalizable Neural Radiance Field approach for predicting 3D workspace occupancy from egocentric robot observations. Unlike prior methods operating in camera-centr…