Less Decoder is More Encoder: Geometric Representation Learning from Novel View Synthesis

Keerthi Kaashyap, Dennis Anthony, Akshay Krishnan +5

This paper examines the role of Novel View Synthesis (NVS) in geometric representation learning. In principle, NVS should reason about 3D scene structure, thereby enabling transfer…