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Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding

Dec 01, 2020
Shohreh Deldari, Daniel V. Smith, Hao Xue, Flora D. Salim

* 12 pages 

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TRAILER: Transformer-based Time-wise Long Term Relation Modeling for Citywide Traffic Flow Prediction

Nov 11, 2020
Hao Xue, Flora D Salim

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Scene Gated Social Graph: Pedestrian Trajectory Prediction Based on Dynamic Social Graphs and Scene Constraints

Oct 12, 2020
Hao Xue, Du Q. Huynh, Mark Reynolds

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Generative Adversarial Networks for Spatio-temporal Data: A Survey

Aug 18, 2020
Nan Gao, Hao Xue, Wei Shao, Sichen Zhao, Kyle Kai Qin, Arian Prabowo, Mohammad Saiedur Rahaman, Flora D. Salim

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Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories

Apr 21, 2020
Hao Xue, Du. Q. Huynh, Mark Reynolds

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