Robust sleep stage classification with single-channel EEG signals using multimodal decomposition and HMM-based refinement D Jiang, Y Lu, MA Yu, W Yuanyuan
Expert Systems with Applications 121, 188-203, 2019
152 2019 MSS U-Net: 3D segmentation of kidneys and tumors from CT images with a multi-scale supervised U-Net W Zhao, D Jiang, JP Queralta, T Westerlund
Informatics in Medicine Unlocked 19, 100357, 2020
72 2020 Revisiting flow generative models for out-of-distribution detection D Jiang, S Sun, Y Yu
International Conference on Learning Representations (ICLR), 2022
31 2022 Sleep stage classification using covariance features of multi-channel physiological signals on Riemannian manifolds D Jiang, MA Yu, W Yuanyuan
Computer Methods and Programs in Biomedicine 178, 19-30, 2019
28 2019 SpindleU-Net: An adaptive u-net framework for sleep spindle detection in single-channel EEG J You, D Jiang, Y Ma, Y Wang
IEEE transactions on neural systems and rehabilitation engineering 29, 1614-1623, 2021
20 2021 A robust two-stage sleep spindle detection approach using single-channel EEG D Jiang, Y Ma, Y Wang
Journal of Neural Engineering 18 (2), 026026, 2021
15 2021 A multi-scale parallel convolutional neural network for automatic sleep apnea detection using single-channel EEG signals D Jiang, Y Ma, Y Wang
2018 11th International Congress on Image and Signal Processing, BioMedical …, 2018
14 2018 DP -VAE: Differentially Private Pre-trained Variational Autoencoders D Jiang, G Zhang, M Karami, X Chen, Y Shao, Y Yu
arXiv preprint arXiv:2208.03409, 2022
8 2022 CM-GAN: Stabilizing GAN Training with Consistency Models H Lu, Y Lu, D Jiang, SR Szabados, S Sun, Y Yu
ICML workshop on Structured Probabilistic Inference & Generative Modeling, 2023
4 2023 Functional Renyi Differential Privacy for Generative Modeling D Jiang, S Sun, Y Yu
Advances in Neural Information Processing Systems (NeurIPS), 2023
1 2023 DP-LFlow: Differentially Private Latent Flow for Scalable Sensitive Image Generation D Jiang, S Sun
Transactions on Machine Learning Research, 2023
1 2023 Conditional Generative Quantile Networks via Optimal Transport J Sun, D Jiang, Y Yu
ICLR Workshop on Deep Generative Models for Highly Structured Data, 2022
2022