3 papers
cs.CV2026
Towards Generalized Multimodal Homography Estimation
Jinkun You, Jiaxin Cheng, Jie Zhang +1
Supervised and unsupervised homography estimation methods depend on image pairs tailored to specific modalities to achieve high accuracy. However, their performance deteriorates su…
cs.CV2025
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation
Jiaxin Cheng, Zixu Zhao, Tong He +3
Recent advancements in generative models have significantly enhanced their capacity for image generation, enabling a wide range of applications such as image editing, completion an…
cs.CV2024
Dense-Face: Personalized Face Generation Model via Dense Annotation Prediction
Xiao Guo, Manh Tran, Jiaxin Cheng +1
The text-to-image (T2I) personalization diffusion model can generate images of the novel concept based on the user input text caption. However, existing T2I personalized methods ei…