Author

Dietmar Jannach

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Preprint Aug 2026

Grounding Free-Form Instructions for Fashion Complementary Image Generation

StyleFlow instantiates the task with StyleFlow, a Rectified Flow Matching model that jointly conditions on the seed image and instruction within a single multimodal transformer, and consistently produces instruction-aligned and stylistically coherent garments while reducing architectural complexity and inference cost relative to auxiliary-module approaches.

Matteo Attimonelli, Claudio Pomo, A. D. Bellis et al. · 0 citations