The Quadratic Geometry of Flow Matching: Semantic Granularity Alignment for Text-to-Image Synthesis

Zhinan Xiong, Shunqi Yuan

In this work, we analyze the optimization dynamics of generative fine-tuning. We observe that under the Flow Matching framework, the standard MSE objective can be formulated as a Q…