Xiaowei Shao

Social-DPF: Socially Acceptable Distribution Prediction of Futures

We consider long-term path forecasting problems in crowds, where future sequence trajectories are generated given a short observation. Recent methods for this problem have focused on modeling social interactions and predicting multi-modal futures. However, it is not easy for machines to successfully…