Nannan Li

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nnli@bu.edu

headshot I'm a Ph.D. student in the Image and Video Computing group at Boston Univerisity. My advisor is Prof. Bryan A. Plummer. I'm interested in generative AI and human image editing. Prior to BU, I received my Master's Degree at Wuhan University, where my advisor was Zhenzhong Chen.

Work Experience

  • May 2023 - Nov 2023, Research Intern @ Adobe

    Worked on diffusion-based human image editing as a research intern. The goal is to build a unified framework that can achieve reposing, virtual tryon, and text manipulation simultaneously. We collected 40K in-the-wild single human images for large-scale model training. The resulting paper UniHuman: A Unified Model for Editing Human Images in the Wild is accepted by CVPR 2024.

    • Publications

    1. Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling
      Nannan Li, Kevin J. Shih and Bryan A. Plummer.
      Submitted to ICLR, 2025
    2. PanoFree: Tuning-Free Holistic Multi-view Image Generation with Cross-view Self-Guidance
       Aoming Liu, Zhong Li, Zhang Chen, \textbf{Nannan Li}, Yi Xu, and Bryan A. Plummer.
      In ECCV, 2024.
    3. UniHuman: A Unified Model for Editing Human Images in the Wild.
      Nannan Li, Qing Liu, Krishna Kumar Singh, Yilin Wang, Jianming Zhang, Bryan A. Plummer and Zhe Lin
      In CVPR, 2024.
    4. Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer By Permuting Textures.
      Nannan Li, Kevin J. Shih and Bryan A. Plummer.
      In ICCV, 2023.
    5. Supervised Attribute Information Removal and Reconstruction for Image Manipulation.
      Nannan Li and Bryan A. Plummer.
      In ECCV, 2022.
    6. Towards Visual Distortion in Black-Box Attacks.
      Nannan Li and Zhenzhong Chen.
      In IEEE Transactions on Image Processing (TIP).
    7. Meta Learning for Image Captioning.
      Nannan Li, Zhenzhong Chen and Shan Liu.
      In AAAI, 2019.
    8. Image Captioning with Visual-Semantic LSTM.
      Nannan Li and Zhenzhong Chen.
      In IJCAI, 2018.

    Education

    1. 2021 - Present, PhD Student@Boston University

    2. 2018 - 2021, Master's Degree@Wuhan University

    3. 2014 - 2018, Bachelor Degree@Wuhan University