geometric-propagation

HorizonStream introduces a long-horizon attention mechanism for streaming 3D reconstruction that explicitly models geometric propagation via an evidence influence kernel, achieving stable, scalable reconstruction with constant memory and linear time complexity, and generalizing to sequences over 10,000 frames.