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Discrete Variational Multiple Sequence (DVMS) learning framework for the prediction of 360° head movements

Examples of generated trajectories. Two different users (rows) have close past trajectories for the same timestamp t = 8sec. of the same video DroneFlight (MMSys18 dataset), but their future trajectories are significantly different. Predicting only one future (left column) does not enable good prediction of both futures, while predicting multiple (right column) does.