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20192021
most citedVanishing Nodes: Another Phenomenon That Makes Training Deep Neural Networks Difficult

1 citations · 2 across the 2 of their papers we have counts for

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cs.CV2021★ 1 cited

DAMix: A Density-Aware Mixup Augmentation for Single Image Dehazing under Domain Shift

Chia-Ming Chang, Tsung-Nan Lin

Deep learning-based methods have achieved considerable success on single image dehazing in recent years. However, these methods are often subject to performance degradation when do…

cs.CV2020

NTIRE 2020 Challenge on NonHomogeneous Dehazing

Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu +49

This paper reviews the NTIRE 2020 Challenge on NonHomogeneous Dehazing of images (restoration of rich details in hazy image). We focus on the proposed solutions and their results e…