Search Results for author: Qingyi Pan

Found 2 papers, 1 papers with code

PMT-IQA: Progressive Multi-task Learning for Blind Image Quality Assessment

1 code implementation3 Jan 2023 Qingyi Pan, Ning Guo, Letu Qingge, Jingyi Zhang, Pei Yang

To verify the effectiveness of the proposed PMT-IQA model, we conduct experiments on four widely used public datasets, and the experimental results indicate that the performance of PMT-IQA is superior to the comparison approaches, and both MS and PMT modules improve the model's performance.

Blind Image Quality Assessment Multi-Task Learning +1

Series Saliency: Temporal Interpretation for Multivariate Time Series Forecasting

no code implementations16 Dec 2020 Qingyi Pan, WenBo Hu, Jun Zhu

Though deep learning methods have recently been developed to give superior forecasting results, it is crucial to improve the interpretability of time series models.

Data Augmentation Multivariate Time Series Forecasting +1

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