Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal Recommendation

Sunwoo Kim, Hyunjin Hwang, Kijung Shin

In recent years, substantial research has integrated multimodal item metadata into recommender systems, often by using pre-trained multimodal foundation models to encode such data.…