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DINOv22 min read

GRAFT: Growing Agglomerative Foundation Models via Continual Teacher Distillation

Vision foundation models such as DINOv2, SigLIP2, and MASt3R develop complementary capabilities from different pretraining objectives, yet their knowledge remains distributed across separate, specialized models.

By Zhenghao Zhao, Chi Zhang, Qingshuang Chen, Yelin KimarXiv - cs.CV (CV)

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Originally published by arXiv - cs.CV (CV) on Oct 5, 2026.

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