Wenjian Huang

About Wenjian Huang

Wenjian Huang, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Peking University, specializes in the field of BioMedical Image&Signal Processing, Machine Learning, Artificial Intelligence, Statistical Learning, Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Dynamic contrastive learning guided by class confidence and confusion degree for medical image segmentation

Cross Contrastive Feature Perturbation for Domain Generalization

Strip-MLP: Efficient Token Interaction for Vision MLP

Expectation-maximization regularised deep learning for tumour segmentation

Robust face alignment via inherent relation learning and uncertainty estimation

Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation

Simultaneous vessel segmentation and unenhanced prediction using self-supervised dual-task learning in 3D CTA (SVSUP)

Single-cell gene fusion detection by scFusion

Wenjian Huang Information

University

Position

___

Citations(all)

98

Citations(since 2020)

92

Cited By

12

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Wenjian Huang Skills & Research Interests

BioMedical Image&Signal Processing

Machine Learning

Artificial Intelligence

Statistical Learning

Computer Vision

Top articles of Wenjian Huang

Dynamic contrastive learning guided by class confidence and confusion degree for medical image segmentation

Pattern Recognition

2024/1/1

Cross Contrastive Feature Perturbation for Domain Generalization

International Conference on Computer Vision (ICCV) 2023

2023/7/24

Wenjian Huang
Wenjian Huang

H-Index: 2

Jianguo Zhang
Jianguo Zhang

H-Index: 5

Strip-MLP: Efficient Token Interaction for Vision MLP

2023

Expectation-maximization regularised deep learning for tumour segmentation

2023/4/18

Robust face alignment via inherent relation learning and uncertainty estimation

IEEE Transactions on Pattern Analysis and Machine Intelligence

2023/3/23

Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation

2022/11/26

Simultaneous vessel segmentation and unenhanced prediction using self-supervised dual-task learning in 3D CTA (SVSUP)

Computer Methods and Programs in Biomedicine

2022/9/1

Single-cell gene fusion detection by scFusion

Nature Communications

2022/2/28

Density-driven Regularization for Out-of-distribution Detection

Advances in Neural Information Processing Systems

2022/12/6

Sparse local patch transformer for robust face alignment and landmarks inherent relation learning

2022

Expectation-Maximization Regularized Deep Learning for Weakly Supervised Tumor Segmentation for Glioblastoma

arXiv preprint arXiv:2101.08757

2021/1/21

See List of Professors in Wenjian Huang University(Peking University)

Co-Authors

academic-engine