Search Results for author: Siyuan Hu

Found 3 papers, 0 papers with code

MS-Net: A Multi-Path Sparse Model for Motion Prediction in Multi-Scenes

no code implementations1 Mar 2024 Xiaqiang Tang, Weigao Sun, Siyuan Hu, Yiyang Sun, Yafeng Guo

In the training stage, the motion prediction task under differentiated scenes is abstracted as a multi-task learning problem, an evolutionary algorithm is designed to encourage the network search of the optimal parameters for each scene while sharing common knowledge between different scenes.

Autonomous Driving motion prediction +1

A Fast MR Fingerprinting Simulator for Direct Error Estimation and Sequence Optimization

no code implementations25 May 2021 Siyuan Hu, Stephen Jordan, Rasim Boyacioglu, Ignacio Rozada, Matthias Troyer, Mark Griswold, Debra McGivney, Dan Ma

During optimization, the spatial response function is independent of sequence design and does not need to be recalculated.

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