Xinfa Jiang

Towards Multimodal Continual Knowledge Embedding with Modality Forgetting Modulation

The continuous emergence of new entities, relations, triples, and multimodal information drives the dynamic evolution of multimodal knowledge graph (MMKG). However, existing MMKG embedding models follow a static setting, where training from scratch for growing MMKG wastes learned knowledge, while fi