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Jie Jiang

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Conference Open access Sep 2026

SpecBridge: Spectral Structure Alignment and Transitive Bridging for 3D–2D–Text Pre-Training

SpecBridge is introduced, a 3D-2D-Text pre-training framework that leverages CLIP priors as a foundational bridge to connect three modalities by synergizing spectral graph theory with transitive semantic learning.

Dong Wang, Jie Jiang, Wei-Dong Min et al. · 0 citations

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