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仅由文字,如何让神经网络自动生成描述对应的图像?very interesting啊,看看GAN这些年怎么做的吧!
001 (2020-09-4) TiVGAN Text to Image to Video Generation with Step-by-Step Evolutionary Generator
https://arxiv.org/pdf/2009.02018.pdf
002 (2020-09-4) Improving Text to Image Generation using Mode-seeking Function
https://arxiv.org/pdf/2008.08976.pdf
003 (2020-08-13) DF-GAN Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis
https://arxiv.org/pdf/2008.05865.pdf
004 (2020-08-11) Text as Neural Operator Image Manipulation by Text Instruction
https://arxiv.org/pdf/2008.04556.pdf
005 (2020-08-10) Describe What to Change A Text-guided Unsupervised Image-to-Image Translation Approach
https://arxiv.org/pdf/2008.04200.pdf
006 (2020-07-2) PerceptionGAN Real-world Image Construction from Provided Text through Perceptual Understanding
https://arxiv.org/pdf/2007.00977.pdf
007 (2020-05-27) TIME Text and Image Mutual-Translation Adversarial Networks
https://arxiv.org/pdf/2005.13192.pdf
008 (2020-05-25) SegAttnGAN Text to Image Generation with Segmentation Attention
https://arxiv.org/pdf/2005.12444.pdf
009 (2020-05-8) Development of a New Image-to-text Conversion System for Pashto Farsi and Traditional Chinese
https://arxiv.org/pdf/2005.08650.pdf
010 (2020-04-23) Efficient Neural Architecture for Text-to-Image Synthesis
https://arxiv.org/pdf/2004.11437.pdf
011 (2020-08-12) Text-Guided Neural Image Inpainting
https://arxiv.org/pdf/2004.03212.pdf
002 (2020-03-26) Cycle Text-To-Image GAN with BERT
https://arxiv.org/pdf/2003.12137.pdf
011 (2020-02-12) Image-to-Image Translation with Text Guidance
https://arxiv.org/pdf/2002.05235.pdf
012 (2020-01-18) Text-to-Image Generation with Attention Based Recurrent Neural Networks
https://arxiv.org/pdf/2001.06658.pdf
013 (2020-01-7) Multimodal Semantic Transfer from Text to Image. Fine-Grained Image Classification by Distributional Semantics
https://arxiv.org/pdf/2001.02372.pdf
014 (2020-07-12) CPGAN Full-Spectrum Content-Parsing Generative Adversarial Networks for Text-to-Image Synthesis
https://arxiv.org/pdf/1912.08562.pdf
015 (2020-03-30) ManiGAN Text-Guided Image Manipulation
https://arxiv.org/pdf/1912.06203.pdf
016 (2019-10-31) Text-to-image synthesis method evaluation based on visual patterns
https://arxiv.org/pdf/1911.00077.pdf
017 (2020-06-2) Semantic Object Accuracy for Generative Text-to-Image Synthesis
https://arxiv.org/pdf/1910.13321.pdf
018 (2019-10-21) A Survey and Taxonomy of Adversarial Neural Networks for Text-to-Image Synthesis
https://arxiv.org/pdf/1910.09399.pdf
020 (2019-10-9) Text-to-Image Synthesis Based on Machine Generated Captions
https://arxiv.org/pdf/1910.04056.pdf
021 (2019-12-19) Controllable Text-to-Image Generation
https://arxiv.org/pdf/1909.07083.pdf
022 (2019-08-14) Dual Adversarial Inference for Text-to-Image Synthesis
https://arxiv.org/pdf/1908.05324.pdf
023 (2019-04-10) Text Guided Person Image Synthesis
https://arxiv.org/pdf/1904.05118.pdf
024 (2019-04-2) Semantics Disentangling for Text-to-Image Generation
https://arxiv.org/pdf/1904.01480.pdf
025 (2019-04-2) DM-GAN Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis
https://arxiv.org/pdf/1904.01310.pdf
026 (2019-03-14) MirrorGAN Learning Text-to-image Generation by Redescription
https://arxiv.org/pdf/1903.05854.pdf
027 (2019-02-27) Object-driven Text-to-Image Synthesis via Adversarial Training
https://arxiv.org/pdf/1902.10740.pdf
028 (2019-01-8) GILT Generating Images from Long Text
https://arxiv.org/pdf/1901.02404.pdf
029 (2019-02-5) Adversarial Learning of Semantic Relevance in Text to Image Synthesis
https://arxiv.org/pdf/1812.05083.pdf
030 (2018-11-27) Text-Adaptive Generative Adversarial Networks Manipulating Images with Natural Language
https://arxiv.org/pdf/1810.11919.pdf
031 (2018-09-26) Semantically Invariant Text-to-Image Generation
https://arxiv.org/pdf/1809.10274.pdf
032 (2018-09-20) C4Synth Cross-Caption Cycle-Consistent Text-to-Image Synthesis
https://arxiv.org/pdf/1809.10238.pdf
033 (2018-08-21) Text-to-image Synthesis via Symmetrical Distillation Networks
https://arxiv.org/pdf/1808.06801.pdf
034 (2018-08-14) Text-to-Image-to-Text Translation using Cycle Consistent Adversarial Networks
https://arxiv.org/pdf/1808.04538.pdf
035 (2018-07-4) TextTopicNet - Self-Supervised Learning of Visual Features Through Embedding Images on Semantic Text Spaces
https://arxiv.org/pdf/1807.02110.pdf
036 (2018-06-29) Generate the corresponding Image from Text Description using Modified GAN-CLS Algorithm
https://arxiv.org/pdf/1806.11302.pdf
037 (2018-05-2) Text to Image Synthesis Using Generative Adversarial Networks
https://arxiv.org/pdf/1805.00676.pdf
038 (2018-04-6) Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network
https://arxiv.org/pdf/1802.09178.pdf
039 (2018-02-22) ChatPainter Improving Text to Image Generation using Dialogue
https://arxiv.org/pdf/1802.08216.pdf
040 (2018-07-25) Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis
https://arxiv.org/pdf/1801.05091.pdf
041 (2017-12-18) Synthesizing Novel Pairs of Image and Text
https://arxiv.org/pdf/1712.06682.pdf
042 (2017-11-28) AttnGAN Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks
https://arxiv.org/pdf/1711.10485.pdf
043 (2017-08-30) Adversarial nets with perceptual losses for text-to-image synthesis
https://arxiv.org/pdf/1708.09321.pdf
044 (2017-05-26) Better Text Understanding Through Image-To-Text Transfer
https://arxiv.org/pdf/1705.08386.pdf
046 (2017-06-3) I2T2I Learning Text to Image Synthesis with Textual Data Augmentation
https://arxiv.org/pdf/1703.06676.pdf
047 (2017-08-4) StackGAN Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks
https://arxiv.org/pdf/1612.03242.pdf
048 (2016-06-5) Generative Adversarial Text to Image Synthesis
https://arxiv.org/pdf/1605.05396.pdf
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