Прати
Che Liu
Che Liu
Imperial College London
Верификована је имејл адреса на ic.ac.uk
Наслов
Навело
Навело
Година
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
1472023
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
1392024
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
662023
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
572023
ETP: Learning transferable ecg representations via ecg-text pre-training
C Liu, Z Wan, S Cheng, M Zhang, R Arcucci
ICASSP 2024, 2023
292023
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
272022
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
252024
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
242024
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
242024
Bimcv-r: A landmark dataset for 3d ct text-image retrieval
Y Chen, C Liu, X Liu, R Arcucci, Z Xiong
MICCAI 2024, 2024
222024
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
202024
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
162023
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 e-prints, arXiv: 2403.04945, 2024
132024
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
112024
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
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
62023
Benchmarking and boosting radiology report generation for 3D high-resolution medical images
C Liu, Z Wan, Y Wang, H Shen, H Wang, K Zheng, M Zhang, R Arcucci
arXiv preprint arXiv:2406.07146, 2024
42024
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