Zhaoyang Huang
黄昭阳
I am a Ph.D. student at CUHK, MMLab, advised by Prof. Hongsheng Li and Prof. Xiaogang Wang. Before that, I got my master degree and bachelor degree from Zhejiang University. I had a great research experience working in the ZJU-3DV group of State Key Lab of CAD&CG, Zhejiang University, advised by Prof. Guofeng Zhang and Prof. Xiaowei Zhou.
I am interested in correspondence learning and generative models.
Experience
Ph.D in Electronic Engineering at MMLab of The Chinese University of Hong Kong.
M.Eng in Computer Science at State Key Lab of CAD & CG of Zhejiang University.
B.Eng. in Computer Science at Zhejiang University.
Research intern at NVIDIA, Hong Kong.
Research intern at Sensetime, Hangzhou.
Research intern at Siemens, Suzhou/Beijing.
Publication
Context-TAP: Tracking Any Point Demands Spatial Context Features
NeurIPS
Spotlight 2023
Weikang Bian*, Zhaoyang Huang*, Xiaoyu Shi, Yitong Dong, Yijin Li, Hongsheng Li
Paper
Project Page
DiffRoom: Diffusion-based High-Quality 3D Room Reconstruction and Generation with Occupancy Prior
Arxiv 2023
Xiaoliang Ju*, Zhaoyang Huang*, Yijin Li, Guofeng Zhang, Yu Qiao, Hongsheng Li
Paper
Project Page
VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation
ICCV 2023
Ranks 1st on Sintel Optical Flow benchmark on Mar. 15th, 2023
VideoFlow reduces the optical flow error of Sintel Clean to the sub-pixel level for the first time
Xiaoyu Shi, Zhaoyang Huang*, Weikang Bian, Dasong Li, Manyuan Zhang, Kachun Cheung, Simon See, Hongwei Qin, Jifeng Dai, Hongsheng Li*
Paper
BlinkFlow: A Dataset to Push the Limits of Event-based Optical Flow Estimation
IROS 2023
The first large-scale dataset for event-based optical flow.
Yijin Li*, Zhaoyang Huang*, Shuo Chen, Xiaoyu Shi, Hongsheng Li, Hujun Bao, Zhaopeng Cui, Guofeng Zhang
Paper
PATS: Patch Area Transportation with Subdivision for Local Feature Matching
CVPR 2023
Junjie Ni, Yijin Li, Zhaoyang Huang, Hongsheng Li, Hujun Bao, Zhaopeng Cui, Guofeng Zhang
Paper
Project Page
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation
CVPR 2023
Ranks 1st on Sintel Optical Flow benchmark on Mar. 1th, 2023
Xiaoyu Shi*, Zhaoyang Huang*, Dasong Li, Manyuan Zhang, Kachun Cheung, Simon See, Hongwei Qin, Jifeng Dai, Hongsheng Li
Paper
NeuralMarker: A Framework for Learning General Marker Correspondence
ACM Transactions on Graphics (SIGGRAPH Asia 2022)
Zhaoyang Huang*, Xiaokun Pan*, Weihong Pan, Weikang Bian, Yan Xu, Ka Chun Cheung, Guofeng Zhang, Hongsheng Li
Paper
Project Page
Code
Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields
NIPS 2022
Keqiang Sun, Shangzhe Wu, Zhaoyang Huang, Ning Zhang, Quan Wang, HongSheng Li
Paper
Project Page
Code
FlowFormer: A Transformer Architecture for Optical Flow
ECCV 2022
Ranks 1st on Sintel Optical Flow benchmark on Mar. 17th, 2022
Zhaoyang Huang*, Xiaoyu Shi*, Chao Zhang, Qiang Wang, Kachun Cheung, Hongwei Qin, Jifeng Dai, Hongsheng Li
Paper
Supp
Project Page
Code
LIFE: Lighting Invariant Flow Estimation
A previous version of NeuralMarker
Zhaoyang Huang*, Xiaokun Pan*, Runsen Xu, Yan Xu, Kachun Cheung, Guofeng Zhang, Hongsheng Li
Paper
Project Page
Code
VS-Net: Voting with Segmentation for Visual Localization
CVPR 2021
Zhaoyang Huang*, Han Zhou*, Yijin Li, Bangbang Yang, Yan Xu,
Xiaowei Zhou, Hujun Bao, Guofeng Zhang, Hongsheng Li
Paper
Project Page
Code
SelfVoxeLO: Self-supervised LiDAR Odometry with Voxel-based Deep Neural Networks
CoRL 2020
Yan Xu, Zhaoyang Huang, Kwan-Yee Lin, Xinge Zhu, Jianping Shi, Hujun Bao, Guofeng Zhang, Hongsheng Li
Paper
NIID-Net: Adapting Surface Normal Knowledge for Intrinsic Image
Decomposition in Indoor Scenes
TVCG 2020
Jundan Luo*, Zhaoyang Huang*, Yijin Li, Xiaowei Zhou, Guofeng Zhang, Hujun Bao
Paper
Project Page
Code
Prior Guided Dropout for Robust Visual Localization in Dynamic Environments
ICCV 2019
Zhaoyang Huang, Yan Xu, Jianping Shi, Xiaowei Zhou, Hujun Bao, Guofeng Zhang
Paper
Code
Poster
Honors
National Scholarship
Outstanding Graduate award
