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 | 140 | 2023 |
WHAI: Weibull hybrid autoencoding inference for deep topic modeling H Zhang, B Chen, D Guo, M Zhou arXiv preprint arXiv:1803.01328, 2018 | 121 | 2018 |
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 | 90 | 2020 |
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 | 88 | 2020 |
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 | 80 | 2021 |
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 | 79 | 2022 |
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 | 67 | 2021 |
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 | 63 | 2020 |
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 | 47 | 2022 |
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 | 44 | 2021 |
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 | 40 | 2022 |
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 | 39 | 2020 |
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 | 35 | 2020 |
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 | 34 | 2023 |
Deep Poisson gamma dynamical systems D Guo, B Chen, H Zhang, M Zhou Advances in Neural Information Processing Systems 31, 2018 | 34 | 2018 |
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 | 34 | 2017 |
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 | 29 | 2020 |
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 | 24 | 2020 |
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 | 23 | 2017 |
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 | 20 | 2020 |