NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation

no code implementations • 22 Mar 2023 • Shengming Yin, Chenfei Wu, Huan Yang, JianFeng Wang, Xiaodong Wang, Minheng Ni, Zhengyuan Yang, Linjie Li, Shuguang Liu, Fan Yang, Jianlong Fu, Gong Ming, Lijuan Wang, Zicheng Liu, Houqiang Li, Nan Duan

In this paper, we propose NUWA-XL, a novel Diffusion over Diffusion architecture for eXtremely Long video generation.

Video Generation

Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

1 code implementation • 8 Mar 2023 • Chenfei Wu, Shengming Yin, Weizhen Qi, Xiaodong Wang, Zecheng Tang, Nan Duan

To this end, We build a system called \textbf{Visual ChatGPT}, incorporating different Visual Foundation Models, to enable the user to interact with ChatGPT by 1) sending and receiving not only languages but also images 2) providing complex visual questions or visual editing instructions that require the collaboration of multiple AI models with multi-steps.

Learning 3D Photography Videos via Self-supervised Diffusion on Single Images

no code implementations • 21 Feb 2023 • Xiaodong Wang, Chenfei Wu, Shengming Yin, Minheng Ni, JianFeng Wang, Linjie Li, Zhengyuan Yang, Fan Yang, Lijuan Wang, Zicheng Liu, Yuejian Fang, Nan Duan

3D photography renders a static image into a video with appealing 3D visual effects.

Monocular Depth Estimation