Synthetic Perception: Can Generated Images Unlock Latent Visual Prior for Text-Centric Reasoning?

Yuesheng Huang, Peng Zhang, Xiaoxin Wu +2

A significant ``modality gap" exists between the abundance of text-only data and the increasing power of multimodal models. This work systematically investigates whether images gen…