me

Nan Liu

Member of Technical Staff, World Labs

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I am a member of technical staff at World Labs. In the past, I have worked at Google on fashion-based Generative AI. Before that, I obtained my bachelor's and master's from University of Michigan and University of Illinois respectively.

Selected Publications

Fashion-VDM: Video Diffusion Model for Virtual Try-On

Johanna Karras, Yingwei Li, Nan Liu, Luyang Zhu, Innfarn Yoo, Andreas lugmayr, Chris Lee, Ira Kemelmacher-Shlizerman
SIGGRAPH Asia 2024 / Website / Paper

Compositional Image Decomposition with Diffusion Models

Jocelin Su*, Nan Liu*, Yanbo Wang*, Joshua B. Tenenbaum, Yilun Du
ICML 2024 / Website / Paper / Code

M&M VTO: Multi-Garment Virtual Try-On and Editing

Luyang Zhu, Yingwei Li, Nan Liu, Hao Peng, Dawei Yang, Ira Kemelmacher-Shlizerman
CVPR 2024 / Website / Paper
★ Highlight Presentation, CVPR 2024

Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models

Nan Liu*, Yilun Du*, Shuang Li*, Joshua B. Tenenbaum, Antonio Torralba
ICCV 2023 / Website / Paper / Code

Compositional Visual Generation with Composable Diffusion Models

Nan Liu*, Shuang Li*, Yilun Du*, Antonio Torralba, Joshua B. Tenenbaum
ECCV 2022 / Website / Paper / Code / Colab / Demo / MIT News

Learning to Compose Visual Relations

Nan Liu*, Shuang Li*, Yilun Du*, Joshua B. Tenenbaum, Antonio Torralba
NeurIPS 2021 / Website / Paper / Code / MIT News
★ Spotlight Presentation, NeurIPS 2021
★ Outstanding Paper, NeurIPS 2021 Workshop on Controllable Generative Modeling