Synopsis: Multi-Attributed and Structured Text-to-Face Synthesis

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Title: Multi-Attributed and Structured Text-to-Face Synthesis (2020)

Authors: Rohan Wadhawan, Tanuj Drall, Shubham Singh, Shampa Chakraverty

Publication Link: https://ieeexplore.ieee.org/abstract/document/9557583

Pre-Print Link: https://arxiv.org/abs/2108.11100

Keywords: Generative Adversarial Networks, Image Synthesis, Text-to-face Synthesis, MAST dataset, Multimodal Learning, Fréchet Inception Distance

Summary

The article is structured as follows:

• Problem Statement
• Paper Contribution
• Overview of Methodology
• Conclusion
• Limitations
• Future Work
• Applications
• References
• Additional Resources

Detailed analysis of topics like Generative Adversarial Network (GAN) [1] and image synthesis are …

computer vision deep learning generative-adversarial research summary text