Unpaired image-to-image translation

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Cross-Domain Interpolation for Unpaired Image-to-Image Translation

2019
Unpaired Image-to-image translation is a brand new challenging problem that consists of latent vectors extracting and matching from a source domain A and a target domain B. Both latent spaces are matched and interpolated by a directed correspondence function F for \(A \rightarrow B\) and G for \(B \rightarrow A\).
Jorge López +3 more
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Multilevel contrast strategy for unpaired image-to-image translation

Journal of Electronic Imaging, 2023
Contrastive learning for unpaired image-to-image translation utilizes adversarial loss to ensure the realism of generated images in the target domain and incorporates pixel-wise contrastive loss to maximize the correlation between them. However, existing methods only contrast pixel-wise features, ignoring higher-level features, and the pixel-wise ...
Minggui Han +4 more
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Unpaired Image-to-Image Translation from Shared Deep Space

2018 25th IEEE International Conference on Image Processing (ICIP), 2018
Unpaired image-to-image translation is a tricky task which aims at learning a mapping from one image collection to another image collection without any pair-labeled information. Recent works have proposed cycle-consistency assumption to deal with this task. However, the result is still unsatisfactory for geometric translation.
Xuehui Wu +3 more
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Avoiding Shortcuts in Unpaired Image-to-Image Translation

2022
Tomaso Fontanini +3 more
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AttentionGAN: Unpaired Image-to-Image Translation Using Attention-Guided Generative Adversarial Networks

IEEE Transactions on Neural Networks and Learning Systems, 2023
Hao Tang, Nicu Sebe, Hong Liu
exaly

Asynchronous Generative Adversarial Network for Asymmetric Unpaired Image-to-Image Translation

IEEE Transactions on Multimedia, 2023
Yi Bin, Heng Tao Shen, Yang Yang
exaly

Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
Yingce Xia, Jiebo Luo, Zhibo Chen
exaly

LDA-GAN: Lightweight Domain-Attention GAN for Unpaired Image-to-Image Translation

Neurocomputing, 2022
Feifei Lee, Qiu Chen, Chunyan Hu
exaly

Not Every Sample Is Efficient: Analogical Generative Adversarial Network for Unpaired Image-to-Image Translation

Neural Networks, 2022
Yubo Wang, Bing Zheng, Ziqiang Zheng
exaly

Unpaired image-to-image translation with improved two-dimensional feature

Multimedia Tools and Applications, 2022
Hangyao Tu +4 more
openaire +1 more source

generative adversarial network
generative adversarial networks
image-to-image translation

deep learning
image translation
medicine

contrastive learning
gan
cyclegan