Jieneng Chen

Jieneng Chen

Johns Hopkins University

H-index: 17

North America-United States

About Jieneng Chen

Jieneng Chen, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Johns Hopkins University, specializes in the field of computer vision, deep learning, medical images.

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

ViTamin: Designing Scalable Vision Models in the Vision-Language Era

Compositor: Bottom-Up Clustering and Compositing for Robust Part and Object Segmentation

Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning

Label-Free Liver Tumor Segmentation

SpecTr: Spectral Transformer for Microscopic Hyperspectral Pathology Image Segmentation

3d transunet: Advancing medical image segmentation through vision transformers

CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans

Clip-driven universal model for organ segmentation and tumor detection

Jieneng Chen Information

University

Position

___

Citations(all)

5784

Citations(since 2020)

5784

Cited By

44

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

20

i10Index(since 2020)

20

Email

University Profile Page

Johns Hopkins University

Google Scholar

View Google Scholar Profile

Jieneng Chen Skills & Research Interests

computer vision

deep learning

medical images

Top articles of Jieneng Chen

Title

Journal

Author(s)

Publication Date

ViTamin: Designing Scalable Vision Models in the Vision-Language Era

arXiv preprint arXiv:2404.02132

Jienneg Chen

Qihang Yu

Xiaohui Shen

Alan Yuille

Liang-Chieh Chen

2024/4/2

Compositor: Bottom-Up Clustering and Compositing for Robust Part and Object Segmentation

Ju He

Jieneng Chen

Ming-Xian Lin

Qihang Yu

Alan L Yuille

2023

Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning

arXiv preprint arXiv:2311.18266

Ruxiao Duan

Yaoyao Liu

Jieneng Chen

Adam Kortylewski

Alan Yuille

2023/11/30

Label-Free Liver Tumor Segmentation

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Qixin Hu

Yixiong Chen

Junfei Xiao

Shuwen Sun

Jieneng Chen

...

2023/3/27

SpecTr: Spectral Transformer for Microscopic Hyperspectral Pathology Image Segmentation

IEEE Transactions on Circuits and Systems for Video Technology

Boxiang Yun

Baiying Lei

Jieneng Chen

Huiyu Wang

Song Qiu

...

2023/10/20

3d transunet: Advancing medical image segmentation through vision transformers

arXiv preprint arXiv:2310.07781

Jieneng Chen

Jieru Mei

Xianhang Li

Yongyi Lu

Qihang Yu

...

2023/10/11

CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans

Jieneng Chen

Yingda Xia

Jiawen Yao

Ke Yan

Jianpeng Zhang

...

2023

Clip-driven universal model for organ segmentation and tumor detection

Jie Liu

Yixiao Zhang

Jie-Neng Chen

Junfei Xiao

Yongyi Lu

...

2023/7/14

Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency

Medical Image Analysis

Xiangde Luo

Guotai Wang

Wenjun Liao

Jieneng Chen

Tao Song

...

2022/8/1

TransMix: Attend to Mix for Vision Transformers

arXiv preprint arXiv:2111.09833

Jie-Neng Chen*

Shuyang Sun*

Ju He

Philip Torr

Alan Yuille

...

2021/11/18

LUMix: Improving Mixup by Better Modelling Label Uncertainty

Shuyang Sun

Jie-Neng Chen

Ruifei He

Alan Yuille

Philip Torr

...

2024

TransFG: A Transformer Architecture for Fine-grained Recognition

AAAI Conference on Artificial Intelligence (AAAI)

Ju He

Jie-Neng Chen

Shuai Liu

Adam Kortylewski

Cheng Yang

...

2022/1/14

Swin-unet: Unet-like pure transformer for medical image segmentation

Hu Cao

Yueyue Wang

Jieneng Chen

Dongsheng Jiang

Xiaopeng Zhang

...

2022/10/23

Part-ImageNet: A large, high-quality dataset of parts

European conference on computer vision (ECCV)

Ju He

Shuo Yang

Shaokang Yang

Adam Kortylewski

Xiaoding Yuan

...

2022/10

SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching

Medical Image Analysis

Xiangde Luo

Tao Song

Guotai Wang

Jieneng Chen

Yinan Chen

...

2021/10/22

The felix project: Deep networks to detect pancreatic neoplasms

medRxiv

Yingda Xia

Qihang Yu

Linda Chu

Satomi Kawamoto

Seyoun Park

...

2022/9/25

Word: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from ct image

Medical Image Analysis

Xiangde Luo

Wenjun Liao

Jianghong Xiao

Jieneng Chen

Tao Song

...

2022/11/1

TransUNet: Transformers make strong encoders for medical image segmentation

arXiv preprint arXiv:2102.04306

Jieneng Chen

Yongyi Lu

Qihang Yu

Xiangde Luo

Ehsan Adeli

...

2021/2/8

MT-TransUNet: Mediating multi-task tokens in transformers for skin lesion segmentation and classification

arXiv preprint arXiv:2112.01767

Jingye Chen

Jieneng Chen

Zongwei Zhou

Bin Li

Alan Yuille

...

2021/12/3

Semi-supervised medical image segmentation through dual-task consistency

Xiangde Luo

Jieneng Chen

Tao Song

Guotai Wang

2021/2/2

See List of Professors in Jieneng Chen University(Johns Hopkins University)

Co-Authors

H-index: 138
Alan Yuille

Alan Yuille

Johns Hopkins University

H-index: 131
Philip Torr

Philip Torr

University of Oxford

H-index: 57
Le Lu

Le Lu

Johns Hopkins University

H-index: 44
Wei Shen (沈为)

Wei Shen (沈为)

Shanghai Jiao Tong University

H-index: 28
Yuyin Zhou

Yuyin Zhou

Stanford University

H-index: 20
Qihang Yu

Qihang Yu

Johns Hopkins University

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