Tackling Multimodal Learning Challenges with Mixture-of-Expert: A Survey

This paper presents a survey addressing multimodal learning challenges with the Mixture-of-Experts (MoE) architecture. The study explores how MoE functions as an efficient engine and a representation learner for integrating diverse data modalities. It fills a gap in the literature by offering a comprehensive and systematic review on the topic.