Mixed-Modity-Zusammenfassung mit Coresets und Einschränkungen

Details

Veröffentlichungs-Nr.

EP4752788

Anmeldetag

15. September 2025

Veröffentlichung

3. Juni 2026

Rechtsraum

EP

Abstract

Methods and apparatuses for generating mixed-modality summaries of mixed-modality data subject to constraints that vary over time, end users, output device types, and operating environments are described. A mixed-modality summary generation system generates mixed-modality embeddings within a joint embedding space using the mixed-modality data, determines user-derived constraints and output device constraints, determines a coreset of the mixed-modality embeddings within the joint embedding space based on the user-derived constraints and output device constraints, generates a mixed-modality summary using the coreset, and outputs the mixed-modality summary using an output device. Based on the user-derived constraints and the output device constraints, the mixed-modality summary generation system may identify joint-modality or single-modality embeddings, wherein each embedding comprises a joint-modality or single-modality embedding within a threshold distance to one of the embeddings within the coreset of the mixed-modality embeddings.

Anmelder

Firma

Microsoft Technology Licensing, LLC

Land

🇺🇸 USA