3 papers
cs.CV2023
Anti-aliasing Predictive Coding Network for Future Video Frame Prediction
Chaofan Ling, Weihua Li, Junpei Zhong
We introduce here a predictive coding based model that aims to generate accurate and sharp future frames. Inspired by the predictive coding hypothesis and related works, the total…
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…