Search Results for author: Xinjun Sheng

Found 3 papers, 1 papers with code

Farthest Streamline Sampling for the Uniform Distribution of Forearm Muscle Fiber Tracts from Diffusion Tensor Imaging

no code implementations24 Jun 2023 Yang Li, Shihan Ma, Jiamin Zhao, Qing Li, Xinjun Sheng

FSS reduced the sampling of long tracts (10% reduction in fiber length, P<0. 05), and the architectural parameters were within physiological ranges (two parameters with P<0. 05).

Conditional Generative Models for Simulation of EMG During Naturalistic Movements

1 code implementation3 Nov 2022 Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina

As a solution to this problem, we propose a transfer learning approach, in which a conditional generative model is trained to mimic the output of an advanced numerical model.

Data Augmentation Transfer Learning

Learning to Navigate from Simulation via Spatial and Semantic Information Synthesis with Noise Model Embedding

no code implementations13 Oct 2019 Gang Chen, Hongzhe Yu, Wei Dong, Xinjun Sheng, Xiangyang Zhu, Han Ding

While training an end-to-end navigation network in the real world is usually of high cost, simulation provides a safe and cheap environment in this training stage.

Navigate

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