MirrorGAN: Learning Text-To-Image Generation by Redescription

Qiao, Tingting, Zhang, Jing, Xu, Duanqing, Tao, Dacheng·2019·2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Cited by (642)

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  74. A novel hybrid augmented loss discriminator for text‐to‐image synthesis
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  75. Successive Image Generation from a Single Sentence
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  76. Image Augmentation based on GAN deep learning approach with Textual Content Descriptors
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  78. Text to Image Translation using GAN with NLP and Computer Vision
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  79. Model using GAN for Text to Image synthesis
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  83. Dynamic Unilateral Dual Learning for Text to Image Synthesis
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  96. Two-stage effective attentional generative adversarial network
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  99. Joint Embedding based Text-to-Image Synthesis
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