About


Hello there! I am Hao Chen, but feel free to call me Calvin too. I hail from the beautiful Cantonese region in southeastern China. Currently, I am a PhD student at the University of Cambridge under the expert guidance of Prof Chao Li. Additionally, you can find me diving deep into the realm of AI as an active explorer at the MI+x Lab in the University of Birmingham with Prof Jianbo Jiao. My passion lies in sculpting better representations by delving into diverse modalities and easing the reliance on supervision. These interests find their purpose in tackling vision and healthcare challenges, specifically in the realms of Image Processing/Segmentation/Generation and the captivating world of Medical Imaging.

News

    Apr 2024:   Our paper accepted by CVPR 2024 was selected as Oral (3.3%), appreciate the fantastic efforts made by everyone.
    Feb 2024:   One dataset paper has been accepted by CVPR 2024, gratitude to all involved!
    Dec 2023:   One paper has been accepted by ICASSP 2024, congrats to the co-workers.
    Nov 2023:   One journal paper has been accepted by Osteoarthritis and Cartilage 2023.
    Jul 2023:   One paper has been accepted by ICCV 2023.
    Oct 2022:   Awarded as Kaggle Competition Master (rank top 0.1%).

Publications


360+X: A Panoptic Multi-modal Scene Understanding Dataset
Hao Chen, Yuqi Hou, Chenyuan Qu, Irene Testini, Xiaohan Hong, Jianbo Jiao
Computer Vision and Pattern Recognition (CVPR), Oral Presentation (3.3%), 2024
[Project] [Arxiv] [PDF]

Multi-view Self-supervised Disentanglement for General Image Denoising
Hao Chen, Chenyuan Qu, Yu Zhang, Chen Chen, Jianbo Jiao
International Conference on Computer Vision (ICCV), 2023
[Project] [Arxiv] [PDF] [Supp] [BibTeX]

Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation
Hao Chen, Hongrun Zhang, U Wang Chan, Rui Yin, Xiaofei Wang, Chao Li
MICCAI Workshop on Computational Mathematics Modeling in Cancer Analysis, 2024
[Arxiv]

Assessing the Performance of Models from the 2022 RSNA Cervical Spine Fracture Detection Competition at a Level I Trauma Center
Zixuan Hu, Markand Patel, ..., Hao Chen, ..., Errol Colak
Radiology: Artificial Intelligence, 2024
[RYAI]

Transformer-based Multi-label Deep Learning Model for Meticulous Diagnosis of Chronic Ankle Instability: Model Development and External Validation
Rui Yin, Hao Chen, Changjiang Wang, Chaoren Qin, Tianqi Tao, Yunjia Hao, Rui Wu, Yiqiu Jiang, Jianchao Gui
Arthroscopy: The Journal of Arthroscopic and Related Surgery (IF 4.7)
[Jornal]

Expanding from Unilateral to Bilateral: A Robust Deep Learning-based Approach for Radiographic Osteoarthritis Progression
Rui Yin, Hao Chen, Kaibin Zhang, Guangxu Yang, Fajian Shi, Yiqiu Jiang, Jianchao Gui
Osteoarthritis and Cartilage (IF 7.5)
[PDF] [Jornal]

BEVLoc: End-to-end 6-DoF Localization via Cross-modality Correlation Under Bird’S Eye View
Nanjie Chen, Jinping Wang, Hao Chen, Ying Shen, Shuai Wang, Xiaojun Tan
ICASSP 2024
[PDF]

Low-light Enhancement in the Frequency Domain
Hao Chen, Zhi Jin
Arxiv e-print, 2023
[PDF] [arXiv] [Code] [BibTeX]

Hierarchical Articulated NeRF for 3D Human Reconstruction and Rendering
Hao Chen, Shanxin Yuan, Helisa Dhamo, Ales Leonardis
European Conference on Computer Vision (ECCV) Reviewed, 2022
[PDF]

Noisy Visual Training: Learning Robust Low-level Image Prior
Hao Chen, Jianbo Jiao
UoB Master Thesis 2022
[PDF]

Patents


An Object Detection Method for Optimal Scheduling of Shared Bicycles
B Ding, H Chen, Z Dai, Q Huang, et al.
Patent, 2021: [CN113392799A]







Illustration of OPC process in Computational Lithography

Honors and Awards

 Feb 2023: 🥇Gold Medal (8th Place) in RSNA Screening Mammography Breast Cancer Detection (8/1,687)
 Oct 2022: 🥇Gold Medal (2nd Place) in RSNA 2022 Cervical Spine Fracture Detection (2/883)
 Mar 2023: 🥈Silver Medal in NFL Player Contact Detection (Top 4%)
 Jul 2022: 🥈Silver Medal in Foursquare - Location Matching (Top 2%)
 Dec 2022: 🏆First Place in 2022 ASML Machine Learning Competition
 Dec 2021: 🏆First Place in 2021 ASML Machine Learning Competition

The public code repo for Kaggle RSNA competitions solutions is in here

Education


University of Cambridge
Ph.D. in Clinical Neurosciences, 2024 ~
University of Birmingham
M.S. in Computer Science with Honors, 2021 - 2022
Sun Yat-sen University
B.Eng. in Automation with Honors, 2017 - 2021

Industry Experiences 🐾


Brion Environment of Technology in AI (BETA), ASML
Researcher, May 2023 - Aug 2024
Huawei Noah Ark's Lab (UK)
Research Intern, Jun 2021 - Dec 2022
ASML Holding N.V.
Research Scientist, Aug 2020 - Present

Mind-storming

  Support:       LaTex, Conda, Linux, Git, Download, Pandas, FileTransfer
  Math:          Statistics and some Proof, Probability, Matrix
  Notes:         Evolution Computation, CV & Imaging, AI & ML