Le Xia

Controllable Training-Free Diffusion Style Transfer via Latent Initialization and Attention Statistical Alignment

Recent advances in diffusion models have demonstrated remarkable generative capabilities, but their application to style transfer remains limited by inference instability and poor adaptation to diverse styles. Many methods either rely on costly fine-tuning or sacrifice flexibility and controllability at inference time....