Xiao Li

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Xiao Li (李潇)

Researcher in CG & CV

Microsoft Research Asia

Bio

I am currently a senior researcher in Media Computing group at Microsoft Research Asia (MSRA). Prior to joining MSRA, I was a researcher / alogrithm engineer in Graphics AI team at Kuaishou Technology (Kwai Inc.).

I got my Ph.D. degree from the joint Ph.D. program between Unitersity of Science and Technology of China (USTC) and MSRA in 2019, under the supervision of Dr. Baining Guo and Dr. Yong Wang. I obtained my B.Eng. degree in Eletronic Engineering also from USTC in 2013.

From 2014 to 2019, I was a long-term research intern in Internet Graphics group at MSRA, where I conducted my Ph.D. research with thesis topic on appearance and geometry modeling with deep learning approach.

(Here is an article about my wonderful internship experience at MSRA.)

Currently my research interests fall in computer graphics and computer vision. Specifically, I am interested in 3D synthesis and generation, neural rendering, and multi-modality.

Internship chances (Updated on 03/08/2023): Our group is looking for research interns on computer vision, speech and video codec. Please drop me an email if you are interested in. For gap-year students, please check the MSRA StarBridge program if you want to apply.

Interests

• Appearance modeling
• 3D reconstruction and generation
• Differentible / Neural Rendering

Education

• Ph.D. in Pattern Recognition & Intelligent Systems, 2019

  University of Science and Technology of China

• B.Eng. in Electronic Engineering, 2013

  University of Science and Technology of China

Publications

(*: Interns at MSRA)

Unsupervised Temporal Correspondence Learning for Unified Video Object Removal

IEEE Transactions on Image ProcessingZhongdao Wang*, Jinglu Wang, Xiao Li, Ya-Li Li, Yan Lu, Shengjin WangPDF

Efficient View Synthesis with Neural Radiance Distribution Field

ICCV 2023Yushuang Wu*, Xiao Li, Jinglu Wang, Xiaoguang Han, Shuguang Cui, Yan LuPDF

R^2-VOS: Robust Referring Video Object Segmentation via Relational Cycle Consistency

ICCV 2023Xiang Li*, Jinglu Wang, Xiaohao Xu*, Xiao Li, Yan Lu, Bhiksha RajPDF Code

High-Fidelity and Freely Controllable Talking Head Video Generation

CVPR 2023Yue Gao, Yuan Zhou, Jinglu Wang, Xiao Li, Xiang Ming, Yan LuPDF Code

SCoDA: Domain Adaptive Shape Completion for Real Scans

CVPR 2023Yushuang Wu*, Zizheng Yan, Ce Chen, Lai Wei, Xiao Li, Guanbin Li, Yihao Li, Shuguang Cui, Xiaoguang HanPDF Code

Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction

CVPR 2023Mingfang Zhang*, Jinglu Wang, Xiao Li, Yifei Huang, Yoichi Sato, Yan LuPDF Code

Two-shot Video Object Segmentation

CVPR 2023Kun Yan*, Xiao Li, Fangyun Wei, Jinglu Wang, Chengbin Zhang, Ping Wang, Yan LuPDF Code

Neural Capture of Animatable 3D Human from Monocular Video

ECCV 2022Gusi Te*, Xiu Li*, Xiao Li, Jinglu Wang, Wei Hu, Yan LuPDF

Estimating Neural Reflectance Field from Radiance Field using Tree Structures

arxiv PreprintXiu Li*, Xiao Li, Yan LuPDF

Hybrid Instance-aware Temporal Fusion for Online Video Instance Segmentation

AAAI 2022Xiang Li*, Jinglu Wang, Xiao Li, Yan LuPDF

Reliable Propagation Correction Modulation for Video Object Segmentation

AAAI 2022Xiaohao Xu*, Jinglu Wang, Xiao Li, Yan LuPDF Code

Video Instance Segmentation by Instance Flow Assembly

IEEE Transactions on MultimediaXiang Li*, Jinglu Wang, Xiao Li, Yan LuPDF

Distribution Aligned Multimodal and Multi-Domain Image Stylization

ACM Transactions on Multimedia Computing, Communications, and ApplicationsMinxuan Lin, Fan Tang, Weiming Dong, Xiao Li, Chongyang Ma, Changsheng XuPDF

Deep Inverse Rendering for High-resolution SVBRDF Estimation from an Arbitrary Number of Images

SIGGRAPH 2019Duan Gao*, Xiao Li*, Yue Dong, Pieter Peers, Xin Tong (* equal contribution)PDF Code

Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks

CVPR 2019Xiao Li, Yue Dong, Pieter Peers, Xin TongPDF Code

Capturing Piecewise SVBRDFs with Content Aware Lighting

CGI 2019 (Short paper)Xiao Li, Peiran Ren, Yue Dong, Gang Hua, Xin Tong, Baining GuoPDF

Mimicking the In-Camera Color Pipeline for Camera-Aware Object Compositing

arxiv PreprintJun Gao, Xiao Li, Liwei Wang, Sanja Fidler, Stephen LinPDF

Single Photograph Surface Appearance Modeling with Self-augmented CNNs and Inexact Supervision

Pacific Graphics 2018Wenjie Ye, Xiao Li, Yue Dong, Pieter Peers, Xin TongPDF Code

Modeling Surface Appearance from a Single Photograph using Self-augmented Convolutional Neural Networks

SIGGRAPH 2017Xiao Li, Yue Dong, Pieter Peers, Xin TongPDF Code

Hair Interpolation for Portrait Morphing

Pacific Graphics 2013Yanlin Weng, Lvdi Wang, Xiao Li, Menglei Chai, Kun ZhouPDF

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