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Multi-modal Knowledge Graph

Link to A Survey for Multi-modal Knowledge Graphs. Papers integrating Knowledge Graphs (KGs) and Multi-Modal Learning, focusing on research in two principal aspects: KG-driven Multi-Modal (KG4MM) learning, where KGs support multi-modal tasks, and Multi-Modal Knowledge Graph (MM4KG), which extends KG studies into the MMKG realm.

Papers

Showing 1120 of 26 papers

TitleStatusHype
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive SurveyCode3
Towards Semantic Consistency: Dirichlet Energy Driven Robust Multi-Modal Entity AlignmentCode1
Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity AlignmentCode0
MACO: A Modality Adversarial and Contrastive Framework for Modality-missing Multi-modal Knowledge Graph CompletionCode0
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware EntitiesCode0
RECipe: Does a Multi-Modal Recipe Knowledge Graph Fit a Multi-Purpose Recommendation System?0
Do as I can, not as I get0
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph EmbeddingCode0
Vision, Deduction and Alignment: An Empirical Study on Multi-modal Knowledge Graph Alignment0
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning0
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