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cs.CV2022
Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction
Chaofan Ling, Junpei Zhong, Weihua Li
We present a multi-scale predictive coding model for future video frames prediction. Drawing inspiration on the ``Predictive Coding" theories in cognitive science, it is updated by…
cs.CV2022
Pyramidal Predictive Network: A Model for Visual-frame Prediction Based on Predictive Coding Theory
Chaofan Ling, Junpei Zhong, Weihua Li
Visual-frame prediction is a pixel-dense prediction task that infers future frames from past frames. Lacking of appearance details, low prediction accuracy and high computational o…