The paper introduces an approximate fiber product to model multimodal embedding alignment and proposes an orthogonal decomposition of the shared embedding space.
Canonical correlation analysis: An overview with application to learning methods
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Approximate Fiber Product: A Preliminary Algebraic-Geometric Perspective on Multimodal Embedding Alignment
The paper introduces an approximate fiber product to model multimodal embedding alignment and proposes an orthogonal decomposition of the shared embedding space.