MotionGRU can be embedded into previous models (e.g. ConvLSTM or PredRNN) with the help of Motion Highway, which can trade off moving and unchanged parts. MotionRNN Comparison between previous station-transition methods (left) and MotionRNN (right). To tackle the challenge of spacetime-varying ...