2026
UniGame: Turning a Unified Multimodal Model Into Its Own Adversary
CVPR 2026
Unified Multimodal Models (UMMs) have shown impressive performance in both understanding and generation with a single architecture. However, UMMs still exhibit a fundamental inconsistency: understanding favors compact embeddings, whereas generation favors reconstruction-rich representations. This st