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PRISM: Synergizing Vision Foundation Models via Self-organized Expert Specialization

Ying Tang, Dong Li, Youjia Zhang, Zikai Song, Junqing Yu, Wei Yang
Jun 3, 2026 at 04:00
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arXiv:2606.03444v1 Announce Type: cross Abstract: Unifying the complementary strengths of diverse Vision Foundation Models (VFMs) into a single efficient model is highly desirable but challenged by the negative transfer inherent in monolithic distillation. To address these feature conflicts, we introduce \textbf{PRISM}, a novel dual-stream...

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