Search Results for author: Zixi Tuo

Found 4 papers, 2 papers with code

MobileVidFactory: Automatic Diffusion-Based Social Media Video Generation for Mobile Devices from Text

no code implementations31 Jul 2023 Junchen Zhu, Huan Yang, Wenjing Wang, Huiguo He, Zixi Tuo, Yongsheng Yu, Wen-Huang Cheng, Lianli Gao, Jingkuan Song, Jianlong Fu, Jiebo Luo

In the basic generation, we take advantage of the pretrained image diffusion model, and adapt it to a high-quality open-domain vertical video generator for mobile devices.

Video Generation

Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation

1 code implementation18 May 2023 Wenjing Wang, Huan Yang, Zixi Tuo, Huiguo He, Junchen Zhu, Jianlong Fu, Jiaying Liu

Moreover, to fully unlock model capabilities for high-quality video generation and promote the development of the field, we curate a large-scale and open-source video dataset called HD-VG-130M.

Text-to-Image Generation Text-to-Video Generation +2

Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution

1 code implementation ICCV 2023 Zixi Tuo, Huan Yang, Jianlong Fu, Yujie Dun, Xueming Qian

Existing real-world video super-resolution (VSR) methods focus on designing a general degradation pipeline for open-domain videos while ignoring data intrinsic characteristics which strongly limit their performance when applying to some specific domains (eg., animation videos).

valid Video Super-Resolution

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