Image-to-image Translation

Photo-Realistic Out-of-domain GAN inversion via Invertibility Decomposition
The fidelity of Generative Adversarial Networks (GAN) inversion is impeded by Out-Of-Domain (OOD) areas (e.g., background, accessories) …
Xin Yang, Xiaogang Xu, Ying-Cong Chen
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Photo-Realistic Out-of-domain GAN inversion via Invertibility Decomposition
Domain Adaptive Image-to-image Translation
Unpaired image-to-image translation (I2I) has achieved great success in various applications. However, its generalization capacity is …
Ying-Cong Chen, Xiaogang Xu, Jiaya Jia
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Domain Adaptive Image-to-image Translation
Homomorphic Interpolation Network for Unpaired Image-to-image Translation
Generative adversarial networks have achieved great success in unpaired image-to-image translation. Cycle consistency, a key component …
Ying-Cong Chen, Jiaya Jia
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Homomorphic Interpolation Network for Unpaired Image-to-image Translation
Homomorphic latent space interpolation for unpaired image-to-image translation
Generative adversarial networks have achieved great success in unpaired image-to-image translation. Cycle consistency allows modeling …
Ying-Cong Chen, Xiaogang Xu, Zhuotao Tian, Jiaya Jia
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Homomorphic latent space interpolation for unpaired image-to-image translation