Wang, Shanshan

1. Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
   2024/02/05 by Liu, Jiarun, Yang, Hao, Zhou, Hong-Yu +8 · 27 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models
   2024/06/24 by Liu, Mianxin, Ding, Jinru, Xu, Jie +16 · 8 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis
   2020/10/30 by Wang, Shanshan, Mesaros, Annamaria, Heittola, Toni +1 · 3 citations
   #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
4. Meta Architecture for Point Cloud Analysis
   2022/11/26 by Haojia Lin, Xiawu Zheng, Lin, Haojia +13 · 3 citations
   Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Additive Manufacturing and 3D Printing Technologies
5. Robustifying Conditional Portfolio Decisions via Optimal Transport
   2021/03/30 by Viet Anh Nguyen, Nguyen, Viet Anh, Fan Zhang +8 · 3 citations
   Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Machine Learning (stat.ML) #Market Dynamics and Volatility #Monetary Policy and Economic Impact #Optimization and Control (math.OC) #Portfolio Management (q-fin.PM) #Risk and Portfolio Optimization
6. Deep learning for fast MR imaging: a review for learning reconstruction from incomplete k-space data
   2020/12/15 by Wang, Shanshan, Xiao, Taohui, Liu, Qiegen +1 · 2 citations
   #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
7. Deep Learning of Delay-Compensated Backstepping for Reaction-Diffusion PDEs
   2023/08/21 by Shanshan Wang, Mamadou Diagne, Wang, Shanshan +3 · 3 citations
   Engineering · Physics and Astronomy · #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Stability and Controllability of Differential Equations
8. Backstepping Neural Operators for 2× 2 Hyperbolic PDEs
   2023/12/28 by Shanshan Wang, Wang, Shanshan, Mamadou Diagne +3 · 3 citations
   Engineering · Physics and Astronomy · #Stability and Controllability of Differential Equations #Model Reduction and Neural Networks #Lattice Boltzmann Simulation Studies
9. Self-Supervised Federated Learning for Fast MR Imaging
   2023/05/10 by Zou, Juan, Li, Cheng, Wu, Ruoyou +3 · 2 citations
   #68T10 #FOS: Electrical engineering #I.4.5 #Image and Video Processing (eess.IV) #electronic engineering #information engineering
10. Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis
    2022/10/15 by Wang, Shanshan, Zeng, Zhen, Yang, Xun +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Adversarial Transfer Learning for Cross-domain Visual Recognition
    2017/11/24 by Shanshan Wang, Wang, Shanshan, Lei Zhang +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
12. DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training
    2018/09/30 by Wang, Shanshan, Ke, Ziwen, Cheng, Huitao +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. Spatial Functional Linear Model and its Estimation Method
    2018/11/01 by Tingting Huang, Gilbert Saporta, Huang, Tingting +5 · 1 citation
    Economics, Econometrics and Finance · #Computation (stat.CO) #FOS: Computer and information sciences #Regional Economic and Spatial Analysis #Regional Economics and Spatial Analysis #Spatial and Panel Data Analysis
14. Multimodal self-supervised learning for lesion localization
    2024/01/03 by Hao Yang, Hong-Yu Zhou, Yang, Hao +13 · 2 citations
    Computer Science · Medicine · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
15. Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision
    2020/04/14 by Hoel Kervadec, José Dolz, Kervadec, Hoel +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Stochastic Gradient Optimization Techniques
16. Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning
    2024/02/05 by Shanshan Wang, Ruoyou Wu, Wang, Shanshan +11 · 2 citations
    Medicine · #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
17. Model-based Federated Learning for Accurate MR Image Reconstruction from Undersampled k-space Data
    2023/04/15 by Wu, Ruoyou, Li, Cheng, Zou, Juan +3 · 1 citation
    #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
18. What is the Best Way for ChatGPT to Translate Poetry?
    2024/06/05 by Shanshan Wang, Wang, Shanshan, Derek F. Wong +5 · 3 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Text Readability and Simplification
19. Auto-resolving the atomic structure at van der Waals interfaces using a generative model
    2024/08/29 by Wenqiang Huang, Huang, Wenqiang, Yuchen Jin +27 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Quantum Computing Algorithms and Architecture #Spectroscopy and Quantum Chemical Studies #Surface Chemistry and Catalysis
20. Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset
    2024/12/09 by Shanshan Wang, Wang, Shanshan, Shichao Yu +31 · 2 citations
    Medicine · #Advanced Neuroimaging Techniques and Applications #MRI in cancer diagnosis #Advanced MRI Techniques and Applications
21. Defect Phonon Renormalization during Nonradiative Multiphonon Transitions in Semiconductors
    2025/01/08 by Zhou, Junjie, Wang, Shanshan, Huang, Menglin +2 · 2 citations
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
22. Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI
    2025/01/27 by Ruoyou Wu, Jian Cheng, Wu, Ruoyou +13 · 1 citation
    Medicine · Engineering · #Advanced Neuroimaging Techniques and Applications #Advanced MRI Techniques and Applications #Sparse and Compressive Sensing Techniques
23. H2OVL-Mississippi Vision Language Models Technical Report
    2024/10/17 by Shaikat M. Galib, S.-R. Wang, Galib, Shaikat +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques