Anchored Alignment: Preventing Positional Collapse in Multimodal Recommender Systems

Yonghun Jeong, David Yoon Suk Kang, Yeon-Chang Lee

Multimodal recommender systems (MMRS) leverage images, text, and interaction signals to enrich item representations. However, recent alignment based MMRSs that enforce a unified em…