2 papers
cs.CV2025
Generative Adversarial Networks with Limited Data: A Survey and Benchmarking
Omar De Mitri, Ruyu Wang, Marco F. Huber
Generative Adversarial Networks (GANs) have shown impressive results in various image synthesis tasks. Vast studies have demonstrated that GANs are more powerful in feature and exp…
cs.CV2025
STAY Diffusion: Styled Layout Diffusion Model for Diverse Layout-to-Image Generation
Ruyu Wang, Xuefeng Hou, Sabrina Schmedding +1
In layout-to-image (L2I) synthesis, controlled complex scenes are generated from coarse information like bounding boxes. Such a task is exciting to many downstream applications bec…