Nan Liu

Google Scholar / Github / Email

I am currently working on generative models at Google.
I got my bachelor's and master's from UMich and UIUC.

Publications

Compositional Image Decomposition with Diffusion Models

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

ICML 2024 / Website / Paper / Code

mixmatch_cvpr

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