AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

Xu, Tao, Zhang, Pengchuan, Huang, Qiuyuan, Zhang, Han, Gan, Zhe, Huang, Xiaolei, He, Xiaodong·2018·2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
DOI 10.1109/cvpr.2018.00143

Cited by (1,003)

Items 801–900 of 1,003

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  15. Translation-Enhanced Multilingual Text-to-Image Generation
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  69. Generative adversarial network based on semantic consistency for text-to-image generation
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  72. Contrast-augmented Diffusion Model with Fine-grained Sequence Alignment for Markup-to-Image Generation
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  73. A New End-to-End Long-Time Speech Synthesis System Based on Tacotron2
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  74. Remote Sensing Image Generation From Audio
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  75. Text to Realistic Image Generation with Attentional Concatenation Generative Adversarial Networks
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  76. Video Generation from Text Employing Latent Path Construction for Temporal Modeling
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  79. GILT: Generating Images from Long Text
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