Search Results for author: Hu Yang

Found 4 papers, 0 papers with code

CLOP: Video-and-Language Pre-Training with Knowledge Regularizations

no code implementations7 Nov 2022 Guohao Li, Hu Yang, Feng He, Zhifan Feng, Yajuan Lyu, Hua Wu, Haifeng Wang

To this end, we propose a Cross-modaL knOwledge-enhanced Pre-training (CLOP) method with Knowledge Regularizations.

Contrastive Learning Retrieval +1

Temporal-Spatial dependencies ENhanced deep learning model (TSEN) for household leverage series forecasting

no code implementations17 Oct 2022 Hu Yang, Yi Huang, Haijun Wang, Yu Chen

Analyzing both temporal and spatial patterns for an accurate forecasting model for financial time series forecasting is a challenge due to the complex nature of temporal-spatial dynamics: time series from different locations often have distinct patterns; and for the same time series, patterns may vary as time goes by.

Time Series Time Series Forecasting

A transfer learning enhanced the physics-informed neural network model for vortex-induced vibration

no code implementations29 Dec 2021 Hesheng Tang, Hu Yang, Yangyang Liao, Liyu Xie

Vortex-induced vibration (VIV) is a typical nonlinear fluid-structure interaction phenomenon, which widely exists in practical engineering (the flexible riser, the bridge and the aircraft wing, etc).

Transfer Learning

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