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Zeyu Zhang

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Biography

Zeyu Zhang is an undergraduate researcher under the guidance of Prof. Richard Hartley and Prof. Ian Reid. His research interests are rooted in computer vision, focusing on generative 3D modeling and AI for health. Specifically, he is dedicated to advancing efficient and high-quality motion and avatar generation, as well as 3D medical imaging segmentation and representation learning. With extensive experience across multiple research disciplines, Zeyu actively explores cutting-edge advancements in both the foundational and applied aspects of artificial intelligence. He has also collaborated closely with Asst. Prof. Hao Tang (PKU), Prof. Bohan Zhuang (ZJU), Dr. Yang Zhao (La Trobe), Dr. Minh-Son To (FHMRI), and many others. Zeyu is actively seeking opportunities and collaborations in both academia and industry.

News

(07/19/2024) ๐ŸŽ‰ Our paper Motion Avatar has been accepted to BMVC 2024!
(07/02/2024) ๐ŸŽ‰ Our paper Motion Mamba has been accepted to ECCV 2024!
(06/18/2024) ๐ŸŽ‰ Our paper JointViT has been selected as oral presentation at MIUA 2024!
(05/14/2024) ๐ŸŽ‰ Our paper JointViT has been accepted to MIUA 2024!
(03/13/2024) ๐ŸŽ‰ Our paper Motion Mamba has been featured in Daily Papers!
(02/10/2024) ๐ŸŽ‰ Our paper SegReg has been accepted to ISBI 2024!

Selected Publications

Motion Mamba: Efficient and Long Sequence Motion Generation
Zeyu Zhang*, Akide Liu*, Ian Reid, Richard Hartley, Bohan Zhuang, Hao Tangโœ‰
ECCV 2024
Website arXiv GitHub Papers With Code Hugging Face BibTeX

More Publications

Motion Avatar: Generate Human and Animal Avatars with Arbitrary Motion
Zeyu Zhang*, Yiran Wang*, Biao Wu*, Shuo Chen, Zhiyuan Zhang, Shiya Huang, Wenbo Zhang, Meng Fang, Ling Chen, Yang Zhaoโœ‰
BMVC 2024
Website arXiv GitHub Papers With Code BibTeX

JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA
Zeyu Zhang, Xuyin Qi, Mingxi Chen, Guangxi Li, Ryan Pham, Ayub Qassim, Ella Berry, Zhibin Liao, Owen Siggs, Robert Mclaughlin, Jamie Craig, Minh-Son To
MIUA 2024 Oral
Website DOI arXiv GitHub Papers With Code BibTeX

SegReg: Segmenting OARs by Registering MR Images and CT Annotations
Zeyu Zhang, Xuyin Qi, Bowen Zhang, Biao Wu, Hien Le, Bora Jeong, Zhibin Liao, Yunxiang Liu, Johan Verjans, Minh-Son To, Richard Hartleyโœ‰
ISBI 2024
Website arXiv OpenReview GitHub Papers With Code BibTeX

Thin-Thick Adapter: Segmenting Thin Scans Using Thick Annotations
Zeyu Zhang, Bowen Zhang, Abhiram Hiwase, Feng Chen, Akide Liu, Christen Barras, Biao Wu, Adam Wells, Daniel Ellis, Benjamin Reddi, Andrew Burgan, Minh-Son To, Ian Reidโœ‰, Richard Hartleyโœ‰
Preprint
OpenReview GitHub BibTeX

SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation
Shengbo Tan, Zeyu Zhang, Ying Caiโœ‰, Daji Ergu, Lin Wu, Binbin Hu, Pengzhang Yu, Yang Zhao
Preprint
arXiv GitHub Papers With Code BibTeX

Sine Activated Low-Rank Matrices for Parameter Efficient Learning
Yiping Ji*, Hemanth Saratchandran*, Cameron Gordon, Zeyu Zhang, Simon Luceyโœ‰
Preprint
arXiv Papers With Code

XLIP: Cross-modal Attention Masked Modelling for Medical Language-Image Pre-Training
Biao Wu*, Yutong Xie*, Zeyu Zhang, Minh Hieu Phan, Qi Chen, Ling Chen, Qi Wuโœ‰
Preprint
arXiv GitHub Papers With Code BibTeX

BHSD: A 3D Multi-class Brain Hemorrhage Segmentation Dataset
Biao Wu, Yutong Xie, Zeyu Zhang, Jinchao Ge, Kaspar Yaxley, Suzan Bahadir, Qi Wu, Yifan Liu, Minh-Son Toโœ‰
MLMI 2023
DOI arXiv OpenReview GitHub Kaggle Papers With Code Papers With Code BibTeX

A Deep Learning Approach to Diabetes Diagnosis
Zeyu Zhang, Khandaker Asif Ahmed, Md Rakibul Hasan, Tom Gedeon, Md Zakir Hossain
ACIIDS 2024
Website arXiv GitHub Papers With Code BibTeX

Zeyu Zhang's Projects

3dunetcnn icon 3dunetcnn

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

ann-visualizer icon ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

cifar2png icon cifar2png

Convert CIFAR-10 and CIFAR-100 datasets into PNG images

cotr icon cotr

[MICCAI2021] CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation

daru-net-keras icon daru-net-keras

A method is based on a U-Net architecture and integrates two attention mechanisms: channel attention of squeeze-and-excitation (SE) blocks with residual connections, spatial attention of pyramid pooling module (PPM).

dcm2niix icon dcm2niix

dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC

destreamer icon destreamer

Save Microsoft Stream videos for offline enjoyment.

diffumask icon diffumask

DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models

fanqiang icon fanqiang

็ฟปๅข™-็ง‘ๅญฆไธŠ็ฝ‘

fimbo icon fimbo

free to use portfolio templates

gallery-dl icon gallery-dl

Command-line program to download image galleries and collections from several image hosting sites

gdown icon gdown

Google Drive Public File Downloader when Curl/Wget Fails

gitfolio icon gitfolio

:octocat: personal website + blog for every github user

goproxy icon goproxy

๐Ÿ”ฅ Proxy is a high performance HTTP(S) proxies, SOCKS5 proxies,WEBSOCKET, TCP, UDP proxy server implemented by golang. Now, it supports chain-style proxies,nat forwarding in different lan,TCP/UDP port forwarding, SSH forwarding.Proxyๆ˜ฏgolangๅฎž็Žฐ็š„้ซ˜ๆ€ง่ƒฝhttp,https,websocket,tcp,socks5ไปฃ็†ๆœๅŠกๅ™จ,ๆ”ฏๆŒๅ†…็ฝ‘็ฉฟ้€,้“พๅผไปฃ็†,้€š่ฎฏๅŠ ๅฏ†,ๆ™บ่ƒฝHTTP,SOCKS5ไปฃ็†,้ป‘็™ฝๅๅ•,้™้€Ÿ,้™ๆต้‡,้™่ฟžๆŽฅๆ•ฐ,่ทจๅนณๅฐ,KCPๆ”ฏๆŒ,่ฎค่ฏAPIใ€‚

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