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

arXiv:2602.07891 · cs.CV, cs.AI · Submitted 2026-02-08 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-02-08

Updated: 2026-10-16

Terminology

• Foundation Model — 4× in this paper · explained in 3 episodes
• Foundation Models — 4× in this paper · explained in 7 episodes
• Adaptation — 3× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Catastrophic Forgetting — 1× in this paper · explained in 6 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Point Clouds — 1× in this paper · explained in 2 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Zero-Shot Generalization — 1× in this paper · explained in 5 episodes

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