2 papers
cs.CV2026
Pose-ICL: 3D-Aware In-Context Learning for Pose-Controllable Subject Customization
Xuan Han, Yihao Zhao, Mingyu You
Subject Customization is a foundational task in modern image generation. By providing a few reference images and a text prompt, users can generate images of a specific object in an…
cs.CV2026
Improving Text-Instance Alignment Of Foreground Conditioned Out-Painting Via Customized Concept Embedding
Yihao Zhao, Xuan Han, Bin He +1
To showcase products, merchants often incur substantial costs creating high-quality display images. Foreground Conditioned Outpainting (FCO) meets this demand, allowing users to cr…