2026
ZipMap: Linear-Time Stateful 3D Reconstruction via Test-Time Training
CVPR 2026
Feed-forward transformer models have driven rapid progress in 3D vision, but state-of-the-art methods such as VGGT and \pi^3 have a computational cost that scales quadratically with the number of input images, making them inefficient when applied to large image collections. Sequential-reconstruction