PUMA: Post-Hoc Sparsification of Universal Multimodal Embeddings for Efficient Retrieval

Matteo Attimonelli, Alessandro De Bellis, Franco Maria Nardini +4

Universal multimodal embedders enable retrieval across text, image, and combined queries, but their dense representations incur high memory and inference costs. Post-hoc sparsifica…