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.
· Proceedings of the Thirty-Fi... · 0 citations