Style-Content Disentanglement

Customizing Text-to-Image Models with a Single Image Pair

Maxwell Jones, Sheng-Yu Wang, Nupur Kumari, David Bau, Jun-Yan Zhu

Conference SIGGRAPH Asia 2024 Neural & Generative

Text-to-Image Diffusion Model Style Customization LoRA Style-Content Disentanglement

One-shot Embroidery Customization via Contrastive LoRA Modulation

Jun Ma, Qian He, Gaofeng He, Huang Chen, Chen Liu, Xiaogang Jin, Huamin Wang

Journal SIGGRAPH Asia 2025 Neural & Generative

Embroidery Customization Style Transfer Contrastive Learning LoRA Diffusion Models One-shot Learning Style Content Disentanglement