Nan Liu

Github   /   Email

I got my bachelor's and master's from UMich and UIUC. My current focus is generative modeling. I am also studying alignment problems in my free time.

Publications

Compositional Image Decomposition with Diffusion Models

Jocelin Su*, Nan Liu*, Yanbo Wang*, Joshua B. Tenenbaum, Yilun Du

ICML 2024 / Website / Paper (Soon)

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