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Yuntong Ye

2 accepted papers

2022

Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity

CVPR 2022poster

Image deraining is a typical low-level image restoration task, which aims at decomposing the rainy image into two distinguishable layers: the clean image layer and the rain layer. Most of the existing learning-based deraining methods are supervisedly trained on synthetic rainy-clean pairs. The domai…

Cited by 80PDFcodeScholar
2021

Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation

CVPR 2021poster

Existing deep learning-based image deraining methods have achieved promising performance for synthetic rainy images, typically rely on the pairs of sharp images and simulated rainy counterparts. However, these methods suffer from significant performance drop when facing the real rain, because of the…

Cited by 107PDFScholar