Jieru Mei

Johns Hopkins University — United States

Computer Science · Physical Sciences

12h-index1.2kcitations43works55.12yr avg
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Research Topics

Advanced Neural Network Applications(20), Domain Adaptation and Few-Shot Learning(14), Human Pose and Action Recognition(8), Multimodal Machine Learning Applications(7), Advanced Image and Video Retrieval Techniques(6)

Publications43 total

Mamba-Reg: Vision Mamba Also Needs Registers
2025· 10 citedOpen Access
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation
Lecture notes in computer science·2024
SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference
Lecture notes in computer science·2024· 32 cited
A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties
Lecture notes in computer science·2024· 1 cited
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation
arXiv (Cornell University)·2024Open Access
TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers
Medical Image Analysis·2024· 713 citedOpen Access
Masked Autoencoders are Secretly Efficient Learners
2024
Autoregressive Pretraining with Mamba in Vision
arXiv (Cornell University)·2024Open Access
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
arXiv (Cornell University)·2024Open Access
Brain Tumor Segmentation Through Supervoxel Transformer
2024· 1 cited
Mamba-R: Vision Mamba ALSO Needs Registers
arXiv (Cornell University)·2024· 3 citedOpen Access
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge
arXiv (Cornell University)·2024· 1 citedOpen Access
SPFormer: Enhancing Vision Transformer with Superpixel Representation
arXiv (Cornell University)·2024· 6 citedOpen Access
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge
Lecture notes in computer science·2024· 5 cited
A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties
arXiv (Cornell University)·2023Open Access
Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning
arXiv (Cornell University)·2023· 5 citedOpen Access
SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference
arXiv (Cornell University)·2023· 2 citedOpen Access
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers
arXiv (Cornell University)·2023· 35 citedOpen Access
FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning
arXiv (Cornell University)·2023Open Access
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation
2023· 31 cited
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Frequent Co-authors

Alan Yuille(32), Cihang Xie(26), Yuyin Zhou(20), Xianhang Li(11), Qihang Yu(7), Siyuan Qiao(6), Yingwei Li(5), Yutong Bai(4), Alex Zihao Zhu(4), Liang-Chieh Chen(4), Henrik Kretzschmar(4), Sucheng Ren(4), Hang Yan(3), Xiaojie Jin(3), Xiaochen Lian(3), Linjie Yang(3), Zihao Wei(3), Jieneng Chen(3), Wei Shen(3), Yukun Zhu(3)