Artificial Intelligence, Machine Learning, Generative Networks, Video Compression, Gans.
HiFiC, in which the encoder CNN maps the initial input image to a quantized latent. At a high level, the P-frame branch used to propagate those details comprises auto-encoders for both the flow and the residual. The team employs a powerful optical flow predictor network, UFlow, on the encoder side.