I am currently a Research Fellow at the MMLab@NTU, S-Lab, and working with Prof. Chen Change Loy, Nanyang Technological University (NTU), Singapore. Before joining NTU, I obtained my Ph.D. degree in 2023 at Beijing Jiaotong University (BJTU) in MePro, advised by Prof. Chunyu Lin and Prof. Yao Zhao. I was a visiting scholar at Max Planck Institute for Informatics (MPII) in Computer Graphics Department advised by Vahid Babaei and Prof. Hans-Peter Seidel.
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration
Kang Liao, Zongsheng Yue, Zhouxia Wang, Chen Change Loy
[arXiv]
[Project Page]
[Github]
MOWA: Multiple-in-One Image Warping Model
Kang Liao, Zongsheng Yue, Zhonghua Wu, Chen Change Loy
[arXiv]
[Project Page]
[Github]
Deep Learning for Camera Calibration and Beyond: A Survey
Kang Liao, Lang Nie, Shujuan Huang, Chunyu Lin, Jing Zhang, Yao Zhao, Moncef Gabbouj, Dacheng Tao
[arXiv]
[Project Page]
PanoFormer: Panorama Transformer for Indoor 360° Depth Estimation
Zhijie Shen, Chunyu Lin, Kang Liao, Lang Nie, Zishuo Zheng, Yao Zhao
European Conference on Computer Vision (ECCV 2022)
[arXiv]
[Github]
[Chinese Blog]
Deep Rectangling for Image Stitching: A Learning Baseline
Lang Nie, Chunyu Lin, Kang Liao, Shuaicheng Liu, Yao Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022, Oral)
[PDF]
[Github]
[Chinese Blog]
SivsFormer: Parallax-Aware Transformers for Single-image-based View Synthesis
Chunlan Zhang, Chunyu Lin, Kang Liao, Lang Nie, Yao Zhao
IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2022)
[PDF]
Multi-Level Curriculum for Training A Distortion-Aware Barrel Distortion Rectification Model
Kang Liao, Chunyu Lin, Lixin Liao, Yao Zhao, Weiyao Lin
International Conference on Computer Vision (ICCV 2021)
[PDF]
Towards Complete Scene and Regular Shape for Distortion Rectification by Curve-Aware Extrapolation
Kang Liao, Chunyu Lin, Yunchao Wei, Feng Li, Shangrong Yang, Yao Zhao
International Conference on Computer Vision (ICCV 2021)
[PDF]
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images
Lang Nie, Chunyu Lin, Kang Liao, Shuaicheng Liu, Yao Zhao
IEEE Transactions on Image Processing (IEEE TIP 2021)
[PDF]
[Github]
[Chinese Blog]