Self-Supervised Learning of Semantically Consistent Visual Features via a Simple 3D Prior

Sebastian Day, Oisin Mac Aodha

Visual features extracted from vision models like DINOv2 or Stable Diffusion enable high quality semantic correspondence between images. However, such features exhibit documented l…