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MIMO Is All You Need:A Strong Multi-in-Multi-Out Baseline for Video Prediction

MIMO Is All You Need:A Strong Multi-in-Multi-Out Baseline for Video Prediction

The mainstream of the existing approaches for video prediction builds up their models based on a Single-In-Single-Out (SISO) architecture, which takes the current frame as input to predict the next frame in a recursive manner. This way often leads to severe performance degradation when they try to extrapolate a longer …