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Haochen-Wang409 / U2PL

[CVPR'22 & IJCV'24] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels & Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation
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The ablation experiment of the size of memory bank #147

Closed Hugo-cell111 closed 1 year ago

Hugo-cell111 commented 1 year ago

Hi! In your code the size of the memory bank of each class is set as 10000 and the background class's is set as 30000. Have you conducted the ablation study on the size of memobank and seen what the influence is exactly? Thanks!

Haochen-Wang409 commented 1 year ago

Since the class background usually contains more pixels than other categories, we set a larger queue. We did not ablate the exact size of each category.

Hugo-cell111 commented 1 year ago

Thanks!