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STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction

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References

1995Social force model for pedestrian dynamics6,870 cited
2007Crowds by Example1,171 cited
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2018Social Attention: Modeling Attention in Human Crowds701 cited
2005Discrete choice models of pedestrian walking behavior591 cited
2018Soft + Hardwired attention: An LSTM framework for human trajectory prediction and abnormal event detection376 cited

Cited by

2020Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction623 cited
2021Human Trajectory Forecasting in Crowds: A Deep Learning Perspective276 cited
2020Recursive Social Behavior Graph for Trajectory Prediction229 cited
2021AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction219 cited
2022Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-Based Approaches183 cited
2021Pedestrian trajectory prediction with convolutional neural networks136 cited

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