Object-stable unsupervised dual contrastive learning image-to-image translation with query-selected attention and convolutional block attention module.

Recently, contrastive learning has gained popularity in the field of unsupervised image-to-image (I2I) translation. In a previous study, a query-selected attention (QS-Attn) module, which employed an attention matrix with a probability distribution, was used to maximize the mutual information betwee...

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Bibliographic Details
Main Authors: Yunseok Oh, Seonhye Oh, Sangwoo Noh, Hangyu Kim, Hyeon Seo
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-01-01
Series:PLoS ONE
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0293885&type=printable