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Di Liu
Di Liu
PhD student of Computer Scicence, Rutgers University
Verified email at rutgers.edu
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Year
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark
Y Gao, M Zhou, D Liu, D Metaxas
arXiv preprint arXiv:2203.00131, 2022
70*2022
Transfusion: multi-view divergent fusion for medical image segmentation with transformers
D Liu, Y Gao, Q Zhangli, L Han, X He, Z Xia, S Wen, Q Chang, Z Yan, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
282022
Proxedit: Improving tuning-free real image editing with proximal guidance
L Han, S Wen, Q Chen, Z Zhang, K Song, M Ren, R Gao, A Stathopoulos, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
26*2024
Biomedical image analysis competitions: The state of current participation practice
M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ...
arXiv preprint arXiv:2212.08568, 2022
242022
Deep learning segmentation of the right ventricle in cardiac mri: The m&ms challenge
C Martín-Isla, VM Campello, C Izquierdo, K Kushibar, C Sendra-Balcells, ...
IEEE Journal of Biomedical and Health Informatics 27 (7), 3302-3313, 2023
212023
Dispersion correction for optical coherence tomography by the stepped detection algorithm in the fractional Fourier domain
D Liu, C Ge, Y Xin, Q Li, R Tao
Optics express 28 (5), 5919-5935, 2020
202020
Refined deep layer aggregation for multi-disease, multi-view & multi-center cardiac MR segmentation
D Liu, Z Yan, Q Chang, L Axel, DN Metaxas
International Workshop on Statistical Atlases and Computational Models of …, 2021
142021
Deeprecon: Joint 2d cardiac segmentation and 3d volume reconstruction via a structure-specific generative method
Q Chang, Z Yan, M Zhou, D Liu, K Sawalha, M Ye, Q Zhangli, M Kanski, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
132022
Training Like a Medical Resident: Universal Medical Image Segmentation via Context Prior Learning
Y Gao, Z Li, D Liu, M Zhou, S Zhang, DN Metaxas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
122024
Region proposal rectification towards robust instance segmentation of biological images
Q Zhangli, J Yi, D Liu, X He, Z Xia, Q Chang, L Han, Y Gao, S Wen, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
122022
Label super resolution for 3d magnetic resonance images using deformable u-net
D Liu, J Liu, Y Liu, R Tao, JL Prince, A Carass
Medical Imaging 2021: Image Processing 11596, 606-611, 2021
102021
Steering Prototypes With Prompt-Tuning for Rehearsal-Free Continual Learning
Z Li, L Zhao, Z Zhang, H Zhang, D Liu, T Liu, DN Metaxas
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
82024
Dealing With Heterogeneous 3D MR Knee Images: A Federated Few-Shot Learning Method With Dual Knowledge Distillation
X He, C Tan, B Liu, L Si, W Yao, L Zhao, D Liu, Q Zhangli, Q Chang, K Li, ...
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023
82023
Dispersion correction for optical coherence tomography by parameter estimation in fractional fourier domain
D Liu, Y Xin, Q Li, R Tao
2019 IEEE International Conference on Mechatronics and Automation (ICMA …, 2019
72019
LEPARD: Learning Explicit Part Discovery for 3D Articulated Shape Reconstruction
D Liu, Q Zhangli, Y Gao, DN Metaxas
Advances in Neural Information Processing Systems (NeurIPS), 2023, 2023
52023
Deep Deformable Models: Learning 3D Shape Abstractions with Part Consistency
D Liu, L Zhao, Q Zhangli, Y Gao, T Liu, DN Metaxas
arXiv preprint arXiv:2309.01035, 2023
5*2023
DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image
D Liu, X Yu, M Ye, Q Zhangli, Z Li, Z Zhang, DN Metaxas
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
42023
Automated recognition of arrhythmia using deep neural networks for 12-lead electrocardiograms with fractional time–frequency domain extension
C Ge, D Liu, J Liu, B Liu, Y Xin
Journal of Medical Imaging and Health Informatics 10 (11), 2764-2767, 2020
42020
Second-Order Graph ODEs for Multi-Agent Trajectory Forecasting
S Wen, H Wang, D Liu, Q Zhangli, D Metaxas
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
22024
SceneTextGen: Layout-Agnostic Scene Text Image Synthesis with Diffusion Models
Q Zhangli, J Jiang, D Liu, L Yu, X Dai, A Ramchandani, G Pang, ...
arXiv preprint arXiv:2406.01062, 2024
2024
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