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[ICCV'21] CKDN: Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment

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Thanks for your excellent work! Would you please tell me more about the training details? What exactly are the datasets? I'd appreciate it if you would tell me~

Thanks for your excellent work! I would like to ask whether only the training phase needs LR as a reference, and a single test should only need to provide SR...

Hi, as seen in the train.py and ckdn.py files, the test phase also used reference images that were inconsistent with the original paper description. Or did I miss the right?

use which code to generate degraded images? can you provide the image process codes?

https://github.com/researchmm/CKDN/blob/d5de075cea770b10d6354f011337008c8cf76787/ckdn.py#L205 The target should be removed.

In Table 2 of your paper, did you re-train the NR-IQA models on your dataset or use their pre-trained model for evaluation?