Xiaoyang Guo (郭晓阳)
I did my PhD at The Chinese University of Hong Kong, where I was advised by Prof. Xiaogang Wang and Prof. Hongsheng Li. Before that, I got my bachelor degree of Computer Science at Tsinghua University.
Now I am a researcher at Huawei Riemann Lab, mainly working on large-scene 3D reconstruction and neural rendering. My research interests focus on 3D computer vision, particularly on 3D perception, reconstruction, and rendering (NeRF).
Research
LIGA-Stereo: Learning Lidar Geometry aware Representations for Stereo-based 3d Detector
Xiaoyang Guo, Shaoshuai Shi, Xiaogang Wang, Hongsheng Li,
International Conference on Computer Vision (ICCV), 2021
Ranked 1st place among stereo-based 3D detection methods on KITTI (July 2021), refer to here.
[arXiv] [project page] [paper] [code]
Xiaoyang Guo, Shaoshuai Shi, Xiaogang Wang, Hongsheng Li,
International Conference on Computer Vision (ICCV), 2021
Ranked 1st place among stereo-based 3D detection methods on KITTI (July 2021), refer to here.
[arXiv] [project page] [paper] [code]
Group-wise Correlation Stereo Network
Xiaoyang Guo, Kai Yang, Wukui Yang, Xiaogang Wang, Hongsheng Li,
Conference on Computer Vision and Pattern Recognition(CVPR), 2019
[arXiv] [paper] [code]
Xiaoyang Guo, Kai Yang, Wukui Yang, Xiaogang Wang, Hongsheng Li,
Conference on Computer Vision and Pattern Recognition(CVPR), 2019
[arXiv] [paper] [code]
Unsupervised Cross-Spectral Stereo Matching by Learning to Synthesize
Xiaoyang Guo*, Mingyang Liang*, Hongsheng Li, Xiaogang Wang, You Song,
AAAI, 2019 (Oral)
[arXiv] [paper]
Xiaoyang Guo*, Mingyang Liang*, Hongsheng Li, Xiaogang Wang, You Song,
AAAI, 2019 (Oral)
[arXiv] [paper]
Learning Monocular Depth by Distilling Cross-domain Stereo Networks
Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy Ren, Xiaogang Wang,
European Conference on Computer Vision(ECCV), 2018
[arXiv] [paper] [video] [code]
Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy Ren, Xiaogang Wang,
European Conference on Computer Vision(ECCV), 2018
[arXiv] [paper] [video] [code]
Neural Network Encapsulation
Hongyang Li, Xiaoyang Guo, Bo Dai, Wanli Ouyang, Xiaogang Wang,
European Conference on Computer Vision(ECCV), 2018
[arXiv] [paper]
Hongyang Li, Xiaoyang Guo, Bo Dai, Wanli Ouyang, Xiaogang Wang,
European Conference on Computer Vision(ECCV), 2018
[arXiv] [paper]