A cellular sheaf framework on a modality-independent site defines projection hardness and sheaf-Laplacian obstruction as distinct measures of cross-modal incompatibility, separating global mapping complexity from local consistency failures.
In: Proceedings of the 41st International Conference on Machine Learning (ICML) (2024)
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Sheaf-Laplacian Obstruction and Projection Hardness for Cross-Modal Compatibility on a Modality-Independent Site
A cellular sheaf framework on a modality-independent site defines projection hardness and sheaf-Laplacian obstruction as distinct measures of cross-modal incompatibility, separating global mapping complexity from local consistency failures.