PongChi Yuen — accepted AI-conference papers

2021

Cooperative Joint Attentive Network for Patient Outcome Prediction on Irregular Multi-Rate Multivariate Health Data

Qingxiong Tan, Mang Ye, Grace Lai-Hung Wong, PongChi Yuen

IJCAI 2021poster

Due to the dynamic health status of patients and discrepant stability of physiological variables, health data often presents as irregular multi-rate multivariate time series (IMR-MTS) with significantly varying sampling rates. Existing methods mainly study changes of IMR-MTS values in the time domai…

Cited by 11 Source ↗PDF ↗Scholar ↗

2021

Hierarchical Information Passing Based Noise-Tolerant Hybrid Learning for Semi-Supervised Human Parsing

Yunan Liu, Shanshan Zhang, Jian Yang, PongChi Yuen

AAAI 2021technical

Deep learning based human parsing methods usually require a large amount of training data to reach high performance. However, it is costly and time-consuming to obtain manually annotated high quality labels for a large scale dataset. To alleviate annotation efforts, we propose a new semi-supervised…

Cited by 15 Source ↗PDF ↗Scholar ↗