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

SAGE adapts 3D geometric foundation models via weak Internet video supervision, reducing zero-shot Chamfer Distance by 20, 42% on unseen benchmarks.

Zihui Gao, Ke Liu, Jiawang Bian, Donny Y. Chen and 4 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 2 on Hugging Face

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AI panel: 12 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 2/5