Question about task selection.

t-martyniuk / MTL_image_restoration

Multi-task learning for image restoration

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Question about task selection. #1

Closed BaiYu0120 closed 5 years ago

BaiYu0120 commented 5 years ago

Hi, @t-martyniuk. Have you ever tried other tasks in Image Restoration, such as Super Resolution and Noise Reduction. And why did you select the 3 tasks in your thesis? Thanks.

liujianzhao6328057 commented 5 years ago

@BaiYu0120 What's the paper of the code ?

t-martyniuk commented 5 years ago

Hi, @BaiYu0120 Well, while working on the thesis we explored just these 3 specific tasks, though we discussed a lot possibilities of using the same approach for other tasks - SR and denoising are great options, as well, along with "desnowing" and removing rain strikes. We didn't try more than three tasks due to the computational resources limitations - one can definitely try more.

t-martyniuk commented 5 years ago

@liujianzhao6328057 http://er.ucu.edu.ua/bitstream/handle/1/1332/Martyniuk_%20Multi-task%20learning.pdf?sequence=1&isAllowed=y