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Hao Zhang
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Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes
H Zhang, C Zang, Z Xu, Y Zhang, J Xu, J Bian, D Morozyuk, D Khullar, ...
Nature Medicine 29 (1), 226-235, 2023
1402023
WHAI: Weibull hybrid autoencoding inference for deep topic modeling
H Zhang, B Chen, D Guo, M Zhou
arXiv preprint arXiv:1803.01328, 2018
1212018
BIRNAT: Bidirectional recurrent neural networks with adversarial training for video snapshot compressive imaging
Z Cheng, R Lu, Z Wang, H Zhang, B Chen, Z Meng, X Yuan
European Conference on Computer Vision, 258-275, 2020
902020
FusionNet: An unsupervised convolutional variational network for hyperspectral and multispectral image fusion
Z Wang, B Chen, R Lu, H Zhang, H Liu, PK Varshney
IEEE Transactions on Image Processing 29, 7565-7577, 2020
882020
Memory-efficient network for large-scale video compressive sensing
Z Cheng, B Chen, G Liu, H Zhang, R Lu, Z Wang, X Yuan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
802021
Recurrent neural networks for snapshot compressive imaging
Z Cheng, B Chen, R Lu, Z Wang, H Zhang, Z Meng, X Yuan
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (2), 2264-2281, 2022
792022
Metasci: Scalable and adaptive reconstruction for video compressive sensing
Z Wang, H Zhang, Z Cheng, B Chen, X Yuan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
672021
Friendly topic assistant for transformer based abstractive summarization
Z Wang, Z Duan, H Zhang, C Wang, L Tian, B Chen, M Zhou
Proceedings of the 2020 conference on empirical methods in natural language …, 2020
632020
Sepsis subphenotyping based on organ dysfunction trajectory
Z Xu, C Mao, C Su, H Zhang, I Siempos, LK Torres, D Pan, Y Luo, ...
Critical Care 26 (1), 197, 2022
472022
Tensor RNN with Bayesian nonparametric mixture for radar HRRP modeling and target recognition
W Chen, B Chen, X Peng, J Liu, Y Yang, H Zhang, H Liu
IEEE Transactions on Signal Processing 69, 1995-2009, 2021
442021
Application of deep learning on single-cell RNA sequencing data analysis: a review
M Brendel, C Su, Z Bai, H Zhang, O Elemento, F Wang
Genomics, Proteomics and Bioinformatics 20 (5), 814-835, 2022
402022
Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification
Z Wang, C Wang, H Zhang, Z Duan, M Zhou, B Chen
AISTATS, 2020
392020
Deep autoencoding topic model with scalable hybrid Bayesian inference
H Zhang, B Chen, Y Cong, D Guo, H Liu, M Zhou
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (12), 4306 …, 2020
352020
Conzic: Controllable zero-shot image captioning by sampling-based polishing
Z Zeng, H Zhang, R Lu, D Wang, B Chen, Z Wang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
342023
Deep Poisson gamma dynamical systems
D Guo, B Chen, H Zhang, M Zhou
Advances in Neural Information Processing Systems 31, 2018
342018
Robust variational auto-encoder for radar HRRP target recognition
Y Zhai, B Chen, H Zhang, Z Wang
Intelligence Science and Big Data Engineering: 7th International Conference …, 2017
342017
Students need more attention: Bert-based attention model for small data with application to automatic patient message triage
S Si, R Wang, J Wosik, H Zhang, D Dov, G Wang, L Carin
Machine Learning for Healthcare Conference, 436-456, 2020
292020
Unsupervised hyperspectral and multispectral images fusion based on nonlinear variational probabilistic generative model
Z Wang, B Chen, H Zhang, H Liu
IEEE Transactions on Neural Networks and Learning Systems 33 (2), 721-735, 2020
242020
Structured kernel dictionary learning with correlation constraint for object recognition
Z Wang, Y Wang, H Liu, H Zhang
IEEE Transactions on Image Processing 26 (9), 4578-4590, 2017
232017
Deep relational topic modeling via graph poisson gamma belief network
C Wang, H Zhang, B Chen, D Wang, Z Wang, M Zhou
Advances in Neural Information Processing Systems 33, 488-500, 2020
202020
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