Modeling Depth Ambiguity: A Mixture-Density Representation for Flying-Point-Free Depth Estimation.

arXiv:2606.02552v2 Announce Type: replace-cross Abstract: Despite advances in depth estimation, flying points remain a persistent failure mode: near object boundaries, depth estimators often predict spurious 3D points in the empty space between foreground and