2026
LongStream: Long-Sequence Streaming Autoregressive Visual Geometry
CVPR 2026
Long-sequence streaming 3D reconstruction remains a significant open challenge. Existing autoregressive models often fail when processing long sequences because they anchor poses to the first frame, leading to attention decay, scale drift, and extrapolation errors. We introduce LongStream, a novel g