2 papers
cs.CV2026
OSI: One-step Inversion Excels in Extracting Diffusion Watermarks
Yuwei Chen, Zhenliang He, Jia Tang +2
Watermarking is an important mechanism for provenance and copyright protection of diffusion-generated images. Training-free methods, exemplified by Gaussian Shading, embed watermar…
cs.CV2025
JoPano: Unified Panorama Generation via Joint Modeling
Wancheng Feng, Chen An, Zhenliang He +3
Panorama generation has recently attracted growing interest in the research community, with two core tasks, text-to-panorama and view-to-panorama generation. However, existing meth…