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pkuxmq avatar pkuxmq commented on August 17, 2024

Hi, you should modify the invertible architecture in 'models/modules/Inv_arch.py'. And you may consider padding images with the latent variable to represent the lost information.

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zhangqizky avatar zhangqizky commented on August 17, 2024

Hi, you should modify the invertible architecture in 'models/modules/Inv_arch.py'. And you may consider padding images with the latent variable to represent the lost information.

你好呀,谢谢你的回复。我后面去仔细看了你们的论文,感觉你们的论文的意思是 一套降采样-上采样流程,或者一套压缩编码解码流程对吧?也就是图像的降采样和上采样都是一起做的,如果没有按照你们的INN去降采样(h(y)去建模z得到z'),也就不可能用你们的Inverse INN去上采样恢复原始图像(从z‘从恢复出原始高频信息),请问我这样理解对吗?所以对于我这种只有已经损失信息的低画质图像,用你们的网络结构的后半部分,是无法得到原始的高清图像的吧?

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pkuxmq avatar pkuxmq commented on August 17, 2024

是的

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