In a VR study with natural walking, simulated height shortened stride length and lengthened gait duration while virtual legs further shortened strides at ground level.
Bobick, Falls through Roof and Floor Openings and Surfaces, Including Skylights: 1992–2000, J
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DBS-Adam, which scales learning rates by batch difficulty from EMA gradient norms and loss, reaches 95.22% accuracy on Bi-LSTM accident severity prediction and shows statistically significant precision gains over AMSGrad, AdamW and AdaBound.
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A Mixed VR and Physical Framework to Evaluate Impacts of Virtual Legs and Elevated Narrow Working Space on Construction Workers Gait Pattern
In a VR study with natural walking, simulated height shortened stride length and lengthened gait duration while virtual legs further shortened strides at ground level.
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Novel Dynamic Batch-Sensitive Adam Optimiser for Vehicular Accident Injury Severity Prediction
DBS-Adam, which scales learning rates by batch difficulty from EMA gradient norms and loss, reaches 95.22% accuracy on Bi-LSTM accident severity prediction and shows statistically significant precision gains over AMSGrad, AdamW and AdaBound.