Jian Zhang

PhD

Reasoning & Learning Group

Department of Computer Science and Technology

Nanjing University, Nanjing 210023, China

Email: zhangjian7369@smail.nju.edu.cn

Supervisor

Postdoc: Professor Yang Gao

PhD: Professor Yinghuan Shi

Current Research Topics

Machine Learning
Pattern Recognition
Computer Vision
Domain Generalization

About Me

I am Jian Zhang. I am currently a postdoctoral researcher in School of Intelligence Science and Technology at Nanjing University. My postdoctoral supervisor is Yang Gao. Previously, I received my PhD in Department of Computer Science and Technology at Nanjing University, supervised by Yinghuan Shi in Reasoning & Learning group. I received my B.Eng. degree in School of Information Engineering at Yangzhou University in 2018.

News

[2024-07] Two papers are accepted by European Conference on Computer Vision (ECCV) 2024.

[2024-04] One paper is accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE).

[2024-03] One paper is accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2024.

[2023-09] One paper is accepted by Pattern Recognition (PR) 2023.

[2023-07] Two papers are accepted by International Conference on Computer Vision (ICCV) 2023.

Publications

The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation

Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

European Conference on Computer Vision (ECCV) 2024 [Paper]

Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization

Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

European Conference on Computer Vision (ECCV) 2024 [Paper]

Exploring Flat Minima for Domain Generalization with Large Learning Rates

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

IEEE Transactions on Knowledge and Data Engineering (TKDE) [Paper]

Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation

Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2024 [Paper]

Domain generalization via Inter-domain Alignment and Intra-domain Expansion

Jiajun Hu, Lei Qi, Jian Zhang, Yinghuan Shi

Pattern Recognition (PR) 2023 [Paper]

DomainAdaptor: A Novel Approach to Test-time Adaptation

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

International Conference on Computer Vision (ICCV) 2023 [Paper] [Code]

Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization

Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi

International Conference on Computer Vision (ICCV) 2023 [Paper] [Code]

MVDG: A Unified Multi-view Framework for Domain Generalization

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

European Conference on Computer Vision (ECCV) 2022 [Paper] [Code]

A Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

Pattern Recognition (PR) 2022 [Paper] [Code]

Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation

Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao

IEEE Transactions on Medical Imaging (TMI) 2021 [Paper] [Code]

Services

Reviewer for CVPR, ICCV, ECCV, TMI, TNNLS.

Correspondence

Email: zhangjian7369@smail.nju.edu.cn

Address: Jian Zhang, National Key Laboratory for Novel Software Technology, Nanjing University, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China.