4 papers
CustomTex: High-fidelity Indoor Scene Texturing via Multi-Reference Customization
Weilin Chen, Jiahao Rao, Wenhao Wang +3
The creation of high-fidelity, customizable 3D indoor scene textures remains a significant challenge. While text-driven methods offer flexibility, they lack the precision for fine-…
Origin Identification for Text-Guided Image-to-Image Diffusion Models
Wenhao Wang, Yifan Sun, Zongxin Yang +3
Text-guided image-to-image diffusion models excel in translating images based on textual prompts, allowing for precise and creative visual modifications. However, such a powerful t…
Image Copy Detection for Diffusion Models
Wenhao Wang, Yifan Sun, Zhentao Tan +1
Images produced by diffusion models are increasingly popular in digital artwork and visual marketing. However, such generated images might replicate content from existing ones and…
MonoFormer: One Transformer for Both Diffusion and Autoregression
Chuyang Zhao, Yuxing Song, Wenhao Wang +5
Most existing multimodality methods use separate backbones for autoregression-based discrete text generation and diffusion-based continuous visual generation, or the same backbone…