EduCross: Dual adversarial bipartite hypergraph learning for cross-modal retrieval in multimodal educational slides

Ming Li, Siwei Zhou, Yuting Chen, Changqin Huang, Yunliang Jiang

Abstract: Highlights•A novel dual adversarial bipartite hypergraph learning method for cross-modal retrieval.•Novel framelet-based deep bipartite hypergraph neural networks are developed.•EduCross combines adversarial learning with bipartite hypergraph learning.•EduCross achieves SOTA results on the real-world multimodal educational slide dataset.