Isabella Liu

I am a first-year Ph.D student at University of California, San Diego, advised by Prof. Hao Su and Prof. Xiaolong Wang. Previously, I obtained my Bachelor's degree in computer science and statistics from University of Illinois, Urbana-Champaign.

My research interests broadly lie in computer vision and graphics. Recently I work on projects about 3D reconstruction and neural inverse rendering.

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News

[09/21/23] OpenIllumination is accepted by NeurIPS 2023 Datasets and Benchmarks!

[02/27/23] TensoIR is accepted by CVPR2023!

[03/02/22] ActiveZero is accepted by CVPR2022!

Publications

OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects

Isabella Liu*, Linghao Chen*, Ziyang Fu, Liwen Wu, Haian Jin, Zhong Li, Chin Ming Ryan Wong, Yi Xu, Ravi Ramamoorthi, Zexiang Xu, Hao Su
NeurIPS 2023 Datasets and Benchmarks
project page / arxiv /

TensoIR: Tensorial Inverse Rendering

Haian Jin*, Isabella Liu*, Peijia Xu, Xiaoshuai Zhang, Songfang Han, Sai Bi, Xiaowei Zhou, Zexiang Xu, Hao Su
CVPR 2023
project page / arxiv /

ActiveZero: Mixed Domain Learning for Active Stereovision with Zero Annotation

Isabella Liu, Edward Yang, Jianyu Tao, Rui Chen, Xiaoshuai Zhang, Qing Ran, Zhu Liu, Hao Su
CVPR 2022
project page / arxiv /

Other

Teaching Assistant - CSE 203B: Convex Optimization (UCSD WI 2022)

Design and source code from Leonid Keselman and Jon Barron
Last updated: Jul, 2023