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cs.CV2023★ 1 cited
UTSGAN: Unseen Transition Suss GAN for Transition-Aware Image-to-image Translation
Yaxin Shi, Xiaowei Zhou, Ping Liu +1
In the field of Image-to-Image (I2I) translation, ensuring consistency between input images and their translated results is a key requirement for producing high-quality and desirab…
cs.CV2021★ 1 cited
Generative Transition Mechanism to Image-to-Image Translation via Encoded Transformation
Yaxin Shi, Xiaowei Zhou, Ping Liu +1
In this paper, we revisit the Image-to-Image (I2I) translation problem with transition consistency, namely the consistency defined on the conditional data mapping between each data…
cs.CV2018
Label Embedding with Partial Heterogeneous Contexts
Yaxin Shi, Donna Xu, Yuangang Pan +2
Label embedding plays an important role in many real-world applications. To enhance the label relatedness captured by the embeddings, multiple contexts can be adopted. However, the…