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2020 – today
- 2022
[j4]Jianan Ye
, Qinfeng Xiao, Jing Wang, Hongjun Zhang, Jiaoxue Deng, Youfang Lin:
CoSleep: A Multi-View Representation Learning Framework for Self-Supervised Learning of Sleep Stage Classification. IEEE Signal Process. Lett. 29: 189-193 (2022)- 2021
- [j3]Wenyu Chen, Qinfeng Xiao, Zhixian Fang, Xiaodong Lv, Ming Yao, Min Deng:
Correlation Analysis between the Viral Load and the Progression of COVID-19. Comput. Math. Methods Medicine 2021: 9926249:1-9926249:7 (2021) - [j2]Qinfeng Xiao, Jing Wang, Youfang Lin, Wenbo Gongsa, Ganghui Hu, Menggang Li, Fang Wang:
Unsupervised Anomaly Detection with Distillated Teacher-Student Network Ensemble. Entropy 23(2): 201 (2021) - [j1]Yunxiao Liu, Youfang Lin, Qinfeng Xiao, Ganghui Hu, Jing Wang:
Self-adversarial variational autoencoder with spectral residual for time series anomaly detection. Neurocomputing 458: 349-363 (2021) - [c1]Qinfeng Xiao, Jing Wang, Jianan Ye, Hongjun Zhang, Yuyan Bu, Yiqiong Zhang, Hao Wu:
Self-Supervised Learning for Sleep Stage Classification with Predictive and Discriminative Contrastive Coding. ICASSP 2021: 1290-1294 - [i2]Qinfeng Xiao, Shikuan Shao, Jing Wang:
Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction. CoRR abs/2110.08306 (2021) - [i1]Hongjun Zhang, Jing Wang, Qinfeng Xiao, Jiaoxue Deng, Youfang Lin:
SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging. CoRR abs/2110.09966 (2021)
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