Differentially Private Paired Table-Image Multimodal Synthesis
DP-TabImage is proposed, a modality-specialized framework for private paired synthesis that achieves a strong balance among tabular fidelity, image fidelity, and cross-modal alignment and reveals that visual warm-up primarily improves marginal image fidelity, whereas aligned table-image warm-up is critical for improvin...
Kai Chen, Josephine Lamp, S. Jha et al.
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