Reasoning-Augmented Representations for Multimodal Retrieval

Jianrui Zhang, Anirudh Sundara Rajan, Brandon Han +3

Universal Multimodal Retrieval (UMR) seeks any-to-any search across text and vision, yet modern embedding models remain brittle when queries require latent reasoning (e.g., resolvi…