FullFlow: Upgrading Text-to-Image Flow Matching Models for Bidirectional Vision--Language Generation
r/StableDiffusion
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Generative AI
NLP
Abstract Modern text-to-image diffusion models encode rich visual priors, but expose them only through one-way text-conditioned generation. Existing unified vision--language models derived from them recover bidirectional capability through large-scale joint pre