DeStyle: A Unified Decoupled Framework for Style Transfer via Singular Value Purification and Attention-Guided Distillation
A major challenge in training-free image style transfer is to reproduce the artistic characteristics of a reference image while preserving the semantic identity and spatial structure of the content image. Existing methods often struggle to balance content preservation and stylistic expressiveness: aggressive feature in...