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News/Scalable Adaptation of 3D Geometric Foundation Models via Weak Supervision from Internet Video
arxiv
PublishedOctober 19, 2026 at 4:00 AM

Scalable Adaptation of 3D Geometric Foundation Models via Weak Supervision from Internet Video

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arXiv:2602.07891v2 Announce Type: replace-cross Abstract: Geometric foundation models show promise in 3D reconstruction. However, their progress is severely constrained by the scarcity of diverse, large-scale 3D annotations. While static-scene Internet videos are abundant and diverse, utilizing them

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