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Hello authors,
Thanks a lot for your effort on this survey paper. It saved me a lot of time.
I spotted two typos in your current arXiv version (up to 31/01/2025).
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Page 4, D. Convolution Layer, 'These
sucecesses are supported by studies that have shown that
perceptual distances are well modeled by deep activations
within convolutional networks [27], [80]–[82].'
Do you mean successes? -
Page 11, Fig 7, No reference, Low-level Features, the reference number for FasterVQA is wrong, it is supposed to be 263 instead of 267?
A quick question: why did you mention Patch-VQ as a blind VQA method but did not refer to them in UGC datasets? They are the largest UGC dataset so far?
best,
Simon
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