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Event cameras unlock 6D pose tracking of novel objects at 120+ FPS, even with rapid motion, by fusing sparse event streams with depth in a way that generalizes zero-shot from synthetic training.
By adapting diffusion features in 3D Gaussian space, GeoNVS achieves state-of-the-art novel view synthesis with significantly improved geometric fidelity and camera control compared to existing video diffusion models.