Zhenlin Xu

Zhenlin Xu

University of North Carolina at Chapel Hill

H-index: 11

North America-United States

About Zhenlin Xu

Zhenlin Xu, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at University of North Carolina at Chapel Hill, specializes in the field of machine learning, computer vision, medical image analysis.

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

Simpleclick: Interactive image segmentation with simple vision transformers

Charting Aging Trajectories of Knee Cartilage Thickness for Early Osteoarthritis Risk Prediction: An MRI Study from the Osteoarthritis Initiative Cohort

Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity

Patterns of variation among baseline femoral and tibial cartilage thickness and clinical features: Data from the osteoarthritis initiative

ScaleDet: A scalable multi-dataset object detector

Improving Dense Contrastive Learning with Dense Negative Pairs

Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language

iSegFormer: interactive segmentation via transformers with application to 3D knee MR images

Zhenlin Xu Information

University

Position

___

Citations(all)

640

Citations(since 2020)

608

Cited By

145

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

University of North Carolina at Chapel Hill

Google Scholar

View Google Scholar Profile

Zhenlin Xu Skills & Research Interests

machine learning

computer vision

medical image analysis

Top articles of Zhenlin Xu

Title

Journal

Author(s)

Publication Date

Simpleclick: Interactive image segmentation with simple vision transformers

Qin Liu

Zhenlin Xu

Gedas Bertasius

Marc Niethammer

2023

Charting Aging Trajectories of Knee Cartilage Thickness for Early Osteoarthritis Risk Prediction: An MRI Study from the Osteoarthritis Initiative Cohort

Medrxiv. DOI: 10.1101/2023.09.12.23295398v1

Tengfei Li

Tianyou Luo

Boqi Chen

Chao Huang

Zhengyang Shen

...

2023/9/13

Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity

Zhenlin Xu

Yi Zhu

Tiffany Deng

Abhay Mittal

Yanbei Chen

...

2024

Patterns of variation among baseline femoral and tibial cartilage thickness and clinical features: Data from the osteoarthritis initiative

Osteoarthritis and Cartilage Open

Thomas H Keefe

Mary Catherine Minnig

Liubov Arbeeva

Marc Niethammer

Zhenlin Xu

...

2023/3/1

ScaleDet: A scalable multi-dataset object detector

Yanbei Chen

Manchen Wang

Abhay Mittal

Zhenlin Xu

Paolo Favaro

...

2023

Improving Dense Contrastive Learning with Dense Negative Pairs

Berk Iskender

Zhenlin Xu

Simon Kornblith

Enhung Chu

Maryam Khademi

2022/10/11

Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language

Zhenlin Xu

Marc Niethammer

Colin Raffel

2022/10/2

iSegFormer: interactive segmentation via transformers with application to 3D knee MR images

Qin Liu

Zhenlin Xu

Yining Jiao

Marc Niethammer

2022/9/16

DADP: dynamic abnormality detection and progression for longitudinal knee magnetic resonance images from the osteoarthritis initiative

Medical Image Analysis

Chao Huang

Zhenlin Xu

Zhengyang Shen

Tianyou Luo

Tengfei Li

...

2022/1

Common patterns of variation between femoral and tibial cartilage maps and baseline features from the osteoarthritis initiative

Osteoarthritis and Cartilage

T Keefe

L Arbeeva

M Niethammer

Z Xu

Z Shen

...

2021/4/1

Robust and Generalizable Visual Representation Learning via Random Convolutions

Zhenlin Xu

Deyi Liu

Junlin Yang

Colin Raffel

Marc Niethammer

2021

A deep network for joint registration and reconstruction of images with pathologies

Xu Han

Zhengyang Shen

Zhenlin Xu

Spyridon Bakas

Hamed Akbari

...

2020

Adversarial data augmentation via deformation statistics

Sahin Olut

Zhengyang Shen

Zhenlin Xu

Samuel Gerber

Marc Niethammer

2020

Anatomical data augmentation via fluid-based image registration

Zhengyang Shen

Zhenlin Xu

Sahin Olut

Marc Niethammer

2020

See List of Professors in Zhenlin Xu University(University of North Carolina at Chapel Hill)

Co-Authors

H-index: 54
Colin Raffel

Colin Raffel

University of North Carolina at Chapel Hill

H-index: 51
Marc Niethammer

Marc Niethammer

University of North Carolina at Chapel Hill

H-index: 33
Nathan Cahill

Nathan Cahill

Rochester Institute of Technology

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