About me
I am an incoming (Fall 2023) Assistant Professor with MMLab@NTU at the School of Computer Science and Engineering, Nanyang Technological University. Currently, I am a postdoc researcher at Max Planck Institute for Informatics, advised by Prof. Christian Theobalt. I received my Ph.D. degree at Multimedia Laboratory in the Chinese University of Hong Kong in 2021, supervised by Prof. Xiaoou Tang. I also worked closely with Prof. Ping Luo and Prof. Chen Change Loy during my Ph.D. time. I obtained my Bachelor’s degree from Tsinghua University in 2016. My research interests are at the interface of computer vision, machine learning, and computer graphics, with a focus on generative AI (AIGC) and neural rendering.
I am looking for self-motivated Ph.D. students to join my group at MMLab@NTU in Spring 2024 or Fall 2024. Please drop me an email with your resume if you are interested.
Publications
- Grid-guided Neural Radiance Fields for Large Urban Scenes
- Linning Xu*, Yuanbo Xiangli*, Sida Peng, Xingang Pan, Nanxuan Zhao, Christian Theobalt, Bo Dai, Dahua Lin
- Computer Vision and Pattern Recognition (CVPR), 2023
- [Coming soon]
- GlowGAN: Unsupervised Learning of HDR Images from LDR Images in the Wild
- Chao Wang, Ana Serrano, Xingang Pan, Bin Chen, Hans-Peter Seidel, Christian Theobalt, Karol Myszkowski, Thomas Leimkühler
- arXiv preprint, 2022
- [Paper]
- Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction
- Tong Wu, Jiaqi Wang, Xingang Pan, Xudong Xu, Christian Theobalt, Ziwei Liu, Dahua Lin
- International Conference on Learning Representations (ICLR), 2023 (spotlight)
- [Paper]
- GAN2X: Non-Lambertian Inverse Rendering of Image GANs
- Xingang Pan, Ayush Tewari, Lingjie Liu, Christian Theobalt
- International Conference on 3D Vision (3DV), 2022
- [Paper], [Project page]
- BungeeNeRF: Progressive Neural Radiance Field for Extreme Multiscale Scene Rendering
- Yuanbo Xiangli*, Linning Xu*, Xingang Pan, Nanxuan Zhao, Anyi Rao, Christian Theobalt, Bo Dai, and Dahua Lin
- European Conference on Computer Vision (ECCV), 2022
- [Paper], [Project page]
- Disentangled3D: Learning a 3D Generative Model with Disentangled Geometry and Appearance from Monocular Images
- Ayush Tewari, Mallikarjun B R, Xingang Pan, Ohad Fried, Maneesh Agrawala, Christian Theobalt
- Computer Vision and Pattern Recognition (CVPR), 2022
- [Paper], [Project page]
- A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis
- Xingang Pan, Xudong Xu, Chen Change Loy, Christian Theobalt, Bo Dai
- Advances in Neural Information Processing Systems (NeurIPS), 2021
- [Code], [Paper], [Project page]
- Generative Occupancy Fields for 3D Surface-Aware Image Synthesis
- Xudong Xu, Xingang Pan, Dahua Lin, Bo Dai
- Advances in Neural Information Processing Systems (NeurIPS), 2021
- [Code], [Paper], [Project page]
- Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
- Xingang Pan, Xiaohang Zhan, Bo Dai, Dahua Lin, Chen Change Loy, Ping Luo
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
- [Code], [Paper], [Project page]
- Talk-to-Edit: Fine-Grained Facial Editing via Dialog
- Yuming Jiang*, Ziqi Huang*, Xingang Pan, Chen Change Loy, Ziwei Liu
- International Conference on Computer Vision (ICCV), 2021
- [Code], [Paper], [Project page], [Dataset]
- Do 2D GANs Know 3D Shape? Unsupervised 3D Shape Reconstruction from 2D Image GANs
- Xingang Pan, Bo Dai, Ziwei Liu, Chen Change Loy, Ping Luo
- International Conference on Learning Representations (ICLR), 2021 (oral)
- [Code], [Paper], [Project page], [Video]
- Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
- Xingang Pan, Xiaohang Zhan, Bo Dai, Dahua Lin, Chen Change Loy, Ping Luo
- European Conference on Computer Vision (ECCV), 2020 (oral)
- [Code], [Paper], [Project page]
- Self-Supervised Scene De-occlusion
- Xiaohang Zhan, Xingang Pan, Bo Dai, Ziwei Liu, Dahua Lin, Chen Change Loy
- Computer Vision and Pattern Recognition (CVPR), 2020 (oral)
- [Code], [Paper], [Project page]
- Open Compound Domain Adaptation
- Ziwei Liu*, Zhongqi Miao*, Xingang Pan, Xiaohang Zhan, Stella X. Yu, Dahua Lin, Boqing Gong
- Computer Vision and Pattern Recognition (CVPR), 2020 (oral)
- [Paper], [Project page]
- Channel Equilibrium Networks for Learning Deep Representation
- Wenqi Shao, Shitao Tang, Xingang Pan, Ping Tan, Xiaogang Wang, Ping Luo
- International Conference on Machine Learning (ICML), 2020
- [Paper]
- Switchable Whitening for Deep Representation Learning
- Xingang Pan, Xiaohang Zhan, Jianping Shi, Xiaoou Tang, Ping Luo
- International Conference on Computer Vision (ICCV), 2019
- [Code], [Paper]
- Self-Supervised Learning via Conditional Motion Propagation
- Xiaohang Zhan, Xingang Pan, Ziwei Liu, Dahua Lin, Chen Change Loy
- Computer Vision and Pattern Recognition (CVPR), 2019
- [Code], [Paper]
- Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net
- Xingang Pan, Ping Luo, Jianping Shi, Xiaoou Tang
- European Conference on Computer Vision (ECCV), 2018
- [Code], [Paper], [Supplementary]
- Spatial As Deep: Spatial CNN for Traffic Scene Understanding
- Xingang Pan, Jianping Shi, Ping Luo, Xiaogang Wang, Xiaoou Tang
- Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 2018
- [Dataset], [Code], [Paper], [Demo]
Education Experience
- Max Planck Institute for Informatics, Germany
- August 2021 - Now
- Postdoc researcher at the Department of Visual Computing and Artificial Intelligence
- Advisor: Prof. Christian Theobalt
- The Chinese University of Hong Kong, HK SAR
- August 2017 - July 2021
- Ph.D. in Information Engineering.
- Supervisor: Prof. Xiaoou Tang
- Tsinghua University, Beijing, China
- August 2012 - July 2016
- B.E. in Automotive Engineering
- GPA: 92.8, ranking 1/86.
Academic Services
I serve as a reviewer for CVPR, ICCV, ECCV, BMVC, NeurIPS, ICLR, AAAI, TPAMI, and IJCV.
Honors & Awards
- Winner of WAD 2018 Drivable Area Segmentation Challenge, 2018
- Winner of Tusimple Lane Detection Challenge 2017, 2017
- Hong Kong PhD Fellowship Scheme (HKFPS), 2017
- Outstanding Graduate of Tsinghua University, 2016
- Outstanding Graduate of Beijing, 2016
- National Scholarship, 2015
- National Scholarship, 2014