Convolutional Tensor-Train LSTM for Spatio-temporal Learning

21 Feb 2020Jiahao SuWonmin ByeonJean KossaifiFurong HuangJan KautzAnimashree Anandkumar

Learning from spatio-temporal data has numerous applications such as human-behavior analysis, object tracking, video compression, and physics simulation.However, existing methods still perform poorly on challenging video tasks such as long-term forecasting. This is because these kinds of challenging tasks require learning long-term spatio-temporal correlations in the video sequence... (read more)

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