Search Results for author: Tianzhe Bao

Found 2 papers, 1 papers with code

STF: Spatial Temporal Fusion for Trajectory Prediction

1 code implementation29 Nov 2023 Pengqian Han, Partha Roop, Jiamou Liu, Tianzhe Bao, Yifei Wang

The main reason is that the trajectory is a kind of complex data, including spatial and temporal information, which is crucial for accurate prediction.

Graph Attention Trajectory Prediction

Boosting Personalised Musculoskeletal Modelling with Physics-informed Knowledge Transfer

no code implementations22 Nov 2022 Jie Zhang, Yihui Zhao, Tianzhe Bao, Zhenhong Li, Kun Qian, Alejandro F. Frangi, Sheng Quan Xie, Zhi-Qiang Zhang

The salient advantages of the proposed framework are twofold: 1) For the generic model, physics-based domain knowledge is embedded into the loss function of the data-driven model as soft constraints to penalise/regularise the data-driven model.

Transfer Learning

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