Duan Gao (高端)
I am a Principal Engineer at Huawei Cloud Media Innovation Lab. I received my Ph.D in computer science from Tsinghua University in 2022, advised by Prof. Kun Xu. I received my bachelor degree from Department of Computer Science and Technology, Nanjing University in 2017.
My research interests include: appearance modeling, physically-based rendering and real-time rendering.
Publications
ControlFace: Few-Shot 3D Face Generation via a Controllable Diffusion Model Guided by Text and Images
DreamPBR: Text-driven Generation of High-resolution SVBRDF with Multi-modal Guidance
UniFaceGAN: High-Quality 3D face Editing with a Unified Latent Space
Neural Global Illumination: Interactive Indirect Illumination Prediction under Dynamic Area Lights
Deferred Neural Lighting: Free-viewpoint Relighting from Unstructured Photographs
Deep Inverse Rendering for High-resolution SVBRDF Estimation from an Arbitrary Number of Images
Thesis
Neural Rendering: Deep Learning Based Photorealistic Rendering
基于深度学习的真实感渲染研究
Experience
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2022.7-2025.1
Principal Engineer, Top Minds(天才少年)@Huawei Cloud, Media Innovation Lab
Generative 3D digital humans, Diffusion-based Physically-based material generation, AIGC-3D, Differentiable rendering.
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2019.10-2020.5
Research intern@Microsoft Research Asia, Internet Graphics Group
Neural relighting research with Dr. Guojun Chen, Dr. Yue Dong and Dr. Xin Tong.
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2019.7-2019.8
Research intern@Tecent AI Lab
3D face related research with Dr. Haozhi Huang
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2018.8-2019.5
Research intern@Microsoft Research Asia, Internet Graphics Group
Appearance modeling research with Dr. Yue Dong and Dr. Xin Tong.
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2017.7-2017.9
Research intern@Megvii(Face++)
Facial recovery and rendering research with Dr. Liqian Ma.
Projects
Misc
Program languages : C/C++, Python, Java, OpenGL
Software : Git, LaTex, TensorFlow
Hobbies: : Reading, playing badminton