Laëtitia Matignon

AutoNeRF: Training Implicit Scene Representations with Autonomous Agents

Implicit representations such as Neural Radiance Fields (NeRF) allow to map color, density and semantics in a 3D scene through a continuous neural function. However, these models typically require manual and careful human data collection for training. This paper addresses the problem of active explo