LatentUMM: Dual Latent Alignment for Unified Multimodal Models

Yinyi Luo, Wenwen Wang, Hayes Bai +2

Unified multimodal models (UMMs) achieve strong performance in both understanding and generation by learning a shared latent space, yet they often exhibit functional inconsistency…