Differentiable Mapping Networks: Learning Structured Map Representations for Sparse Visual Localization

Peter Karkus, Anelia Angelova, Vincent Vanhoucke +1

Mapping and localization, preferably from a small number of observations, are fundamental tasks in robotics. We address these tasks by combining spatial structure (differentiable m…