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LiuLei95 / PyTorch-Learned-Image-Compression-with-GMM-and-Attention

This repo is implementation for Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules in pytorch.
Apache License 2.0
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z = self.priorEncoder(feature) #10

Open Bai-shen opened 1 year ago

Bai-shen commented 1 year ago

请教一下，z = self.priorEncoder(feature)这一步计算出来的Z有啥含义阿

LiuLei95 commented 1 year ago

z is the hyperprior information, which is used to estimate the distribution of the latent representation. The details about z could be found in the [1].

[1] Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules