Publications

See the full list on my Google Scholar.

2024

  • I4VGen: Image as Stepping Stone for Text-to-Video Generation
    Xiefan Guo, Jinlin Liu, Miaomiao Cui, Di Huang
    In: arXiv:2406.02230, Technical Report, 2024
    [arXiv:2406.02230] [Code] [Project]
  • Disentangling Foreground and Background Motion for Enhanced Realism in Human Video Generation
    Jinlin Liu, Kai Yu, Mengyang Feng, Xiefan Guo, Miaomiao Cui
    In: arXiv:2405.16393, Technical Report, 2024
    [arXiv:2405.16393] [Code] [Project]
  • InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization
    Xiefan Guo, Jinlin Liu, Miaomiao Cui, Jiankai Li, Hongyu Yang, Di Huang
    In: The 42th IEEE Conference on Computer Vision and Pattern Recognition, June 17-21, 2024, Seattle, USA
    [CVPR 2024] [Paper] [arXiv:2404.04650] [Code] [Project]
  • Leveraging Predicate and Triplet Learning for Scene Graph Generation
    Jiankai Li, Yunhong Wang, Xiefan Guo, Ruijie Yang, Weixin Li
    In: The 42th IEEE Conference on Computer Vision and Pattern Recognition, June 17-21, 2024, Seattle, USA
    [CVPR 2024] [Paper] [arXiv:2406.02038] [Code]

2023

  • DreaMoving: A Human Video Generation Framework based on Diffusion Models
    Mengyang Feng, Jinlin Liu, Kai Yu, Yuan Yao, Zheng Hui, Xiefan Guo, Xianhui Lin, Haolan Xue, Chen Shi, Xiaowen Li, Aojie Li, Xiaoyang Kang, Biwen Lei, Miaomiao Cui, Peiran Ren, Xuansong Xie
    In: arXiv:2312.05107, Technical Report, 2023
    [arXiv:2312.05107] [Code] [Project] [ModelScope] [Hugging Face]

2022

  • ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo
    Biwen Lei, Xiefan Guo, Hongyu Yang, Miaomiao Cui, Xuansong Xie, Di Huang
    In: The 40th IEEE Conference on Computer Vision and Pattern Recognition, June 19-24, 2022, New Orleans, USA
    [CVPR 2022] [Paper] [ModelScope] [Dataset]

2021

  • Image Inpainting via Conditional Texture and Structure Dual Generation
    Xiefan Guo, Hongyu Yang, Di Huang
    In: The 18th IEEE International Conference on Computer Vision, October 11-17, 2021, Montreal, Canada (Virtual)
    [ICCV 2021] [Paper] [arXiv:2108.09760] [Code] [Slide] [Poster]