متابعة
Che Liu
Che Liu
Imperial College London
بريد إلكتروني تم التحقق منه على ic.ac.uk
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review‏
S Cheng, C Quilodrán-Casas, S Ouala, A Farchi, C Liu, P Tandeo, ...‏
IEEE/CAA Journal of Automatica Sinica 10 (6), 1361-1387, 2023‏
1402023
Efficient large language models: A survey‏
Z Wan, X Wang, C Liu, S Alam, Y Zheng, Z Qu, S Yan, Y Zhu, Q Zhang, ...‏
Transactions on Machine Learning Research (TMLR), 2024‏
1262024
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias‏
Z Wan*, C Liu*, M Zhang, J Fu, B Wang, S Cheng, L Ma, ...‏
Advances in Neural Information Processing Systems (NeurIPS), 2023, 2023‏
642023
Frozen Language Model Helps ECG Zero-Shot Learning‏
J Li*, C Liu*, S Cheng, R Arcucci, S Hong‏
Medical Imaging with Deep Learning, 2023‏
612023
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization‏
C Liu, S Cheng, C Chen, M Qiao, W Zhang, A Shah, W Bai, R Arcucci‏
International Conference on Medical Image Computing and Computer-Assisted …, 2023‏
602023
Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation‏
Y Chen*, C Liu*, W Huang, S Cheng, R Arcucci, Z Xiong‏
arXiv preprint arXiv:2306.04811, 2023‏
592023
Enkf data-driven reduced order assimilation system‏
C Liu, R Fu, D Xiao, R Stefanescu, P Sharma, C Zhu, S Sun, C Wang‏
Engineering Analysis with Boundary Elements 139, 46-55, 2022‏
282022
ETP: Learning transferable ecg representations via ecg-text pre-training‏
C Liu, Z Wan, S Cheng, M Zhang, R Arcucci‏
ICASSP 2024, 2023‏
272023
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement‏
C Liu, Z Wan, C Ouyang, A Shah, W Bai, R Arcucci‏
ICML 2024, 2024‏
232024
IMITATE: Clinical prior guided hierarchical vision-language pre-training‏
C Liu, S Cheng, M Shi, A Shah, W Bai, R Arcucci‏
IEEE Transactions on Medical Imaging, 2024‏
232024
Look-m: Look-once optimization in kv cache for efficient multimodal long-context inference‏
Z Wan, Z Wu, C Liu, J Huang, Z Zhu, P Jin, L Wang, L Yuan‏
EMNLP Findings 2024, 2024‏
202024
Bimcv-r: A landmark dataset for 3d ct text-image retrieval‏
Y Chen, C Liu, X Liu, R Arcucci, Z Xiong‏
MICCAI 2024, 2024‏
182024
Efficient deep data assimilation with sparse observations and time-varying sensors‏
S Cheng, C Liu, Y Guo, R Arcucci‏
Journal of Computational Physics 496, 112581, 2024‏
182024
T3D: Towards 3D Medical Image Understanding through Vision-Language Pre-training‏
C Liu, C Ouyang, Y Chen, CC Quilodrán-Casas, L Ma, J Fu, Y Guo, ...‏
arXiv:2312.01529, 2023‏
152023
Utilizing synthetic data for medical vision-language pre-training: Bypassing the need for real images‏
C Liu, A Shah, W Bai, R Arcucci‏
CVPR 2024 Data Curation and Augmentation in Medical Imaging Workshop, 2023‏
152023
Electrocardiogram instruction tuning for report generation‏
Z Wan, C Liu, X Wang, C Tao, H Shen, Z Peng, J Fu, R Arcucci, H Yao, ...‏
arXiv preprint arXiv:2403.04945, 2024‏
132024
Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral Enhancement‏
C Liu, S Cheng, W Ding, R Arcucci‏
IEEE Transactions on Neural Networks and Learning Systems, 2023‏
82023
Multi-domain encoder–decoder neural networks for latent data assimilation in dynamical systems‏
S Cheng, Y Zhuang, L Kahouadji, C Liu, J Chen, OK Matar, R Arcucci‏
Computer Methods in Applied Mechanics and Engineering 430, 117201, 2024‏
62024
G2D: From global to dense radiography representation learning via vision-language pre-training‏
C Liu, C Ouyang, S Cheng, A Shah, W Bai, R Arcucci‏
Advances in Neural Information Processing Systems (NeurIPS), 2024, 2023‏
52023
Machine learning with data assimilation 65 and uncertainty quantification for dynamical systems: a review, arXiv‏
S Cheng, C Quilodran-Casas, S Ouala, A Farchi, C Liu, P Tandeo, ...‏
52023
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مقالات 1–20