On composite geography-plus-hour diversity-decrease retrieval, a submodular coverage re-ranker with query-weighted soft bins retains R@10=0.94 versus 0.49 for the manifold-based MS-DPP baseline.
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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval
On composite geography-plus-hour diversity-decrease retrieval, a submodular coverage re-ranker with query-weighted soft bins retains R@10=0.94 versus 0.49 for the manifold-based MS-DPP baseline.