5 papers
Closed-Loop Triplet Synergistic Generation for Long-Form Video
Xinlei Yin, Xiulian Peng, Xiao Li +2
Multi-shot long-form video generation remains challenging due to identity drift and compounding inconsistencies across shots. While storyboard-driven pipelines improve controllabil…
InsTex: Indoor Scenes Stylized Texture Synthesis
Yunfan Zhang, Zhiwei Xiong, Zhiqi Shen +3
Generating high-quality textures for 3D scenes is crucial for applications in interior design, gaming, and augmented/virtual reality (AR/VR). Although recent advancements in 3D gen…
Multi-modal Learnable Queries for Image Aesthetics Assessment
Zhiwei Xiong, Yunfan Zhang, Zhiqi Shen +2
Image aesthetics assessment (IAA) is attracting wide interest with the prevalence of social media. The problem is challenging due to its subjective and ambiguous nature. Instead of…
Style-Consistent 3D Indoor Scene Synthesis with Decoupled Objects
Yunfan Zhang, Hong Huang, Zhiwei Xiong +4
Controllable 3D indoor scene synthesis stands at the forefront of technological progress, offering various applications like gaming, film, and augmented/virtual reality. The capabi…
Image Aesthetics Assessment via Learnable Queries
Zhiwei Xiong, Yunfan Zhang, Zhiqi Shen +2
Image aesthetics assessment (IAA) aims to estimate the aesthetics of images. Depending on the content of an image, diverse criteria need to be selected to assess its aesthetics. Ex…