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Domain Adaptive Image-to-Image Translation
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020Unpaired image-to-image translation (I2I) has achieved great success in various applications. However, its generalization capacity is still an open question. In this paper, we show that existing I2I models do not generalize well for samples outside the training domain. The cause is twofold. First, an I2I model may not work well when testing samples are
Ying-Cong Chen, Xiaogang Xu, Jiaya Jia
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Memorability based image to image translation
Twelfth International Conference on Machine Vision (ICMV 2019), 2020This paper presents a memorability based image-to-image translation technique to make an image more memorable while retaining its high-level contents. Conventionally, the image-to-image translation task aims to learn the mapping between images of two different domains using a set of aligned image pairs.
Sathisha Basavaraju +2 more
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Edge Sensitive Unsupervised Image-to-Image Translation
2020 28th Signal Processing and Communications Applications Conference (SIU), 2020The goal of unsupervised image-to-image translation (IIT) is to learn a mapping from the source domain to the target domain without using paired image sets. Most of the current IIT methods apply adversarial training to match the distribution of the translated images to the distribution of the target images. However, this may create artifacts in uniform
Ibrahim Batuhan Akkaya, Ugur Halici
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3D seismic image-to-image translation
Third International Meeting for Applied Geoscience & Energy Expanded Abstracts, 2023Xiaolei Song +3 more
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Contrastive Learning for Unsupervised Image-to-Image Translation
Applied Soft Computing, 2023Hanbit Lee +4 more
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Cross-GAN: Unsupervised Image-to-Image Translation
2022 IEEE 6th Information Technology and Mechatronics Engineering Conference (ITOEC), 2022Xu Peng, Qishen Li, Taida Wu, Sihao Yuan
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Geometry-Aware Eye Image-To-Image Translation
2022 Symposium on Eye Tracking Research and Applications, 2022Conny Lu +6 more
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Random Reconstructed Unpaired Image-to-Image Translation
IEEE Transactions on Industrial Informatics, 2023Xiaoqin Zhang +5 more
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