Nan Liu

I am a member of technical staff at World Labs. I have been working on generative models since I started doing research. Previously, I obtained my bachelor's and master's from University of Michigan and University of Illinois respectively.

World Generation

A large-scale generative model for creating interactive 3D environments, enabling interactive experiences and creative design workflows for users.

Website

Virtual Try On

An AI-powered shopping experience that lets users virtually try on clothing on their own photos, preserving fabric details like drape and stretch.

Website

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