Hands-On Generative Adversarial Networks with PyTorch

Quiz: Sequence Synthesis with GANs

Test your understanding of how GANs generate sequential data such as text and audio. Explore concepts like RNNs, LSTMs, reinforcement learning, SeqGAN for text jokes, and SEGAN for speech noise reduction.

We'll cover the following...

Test your understanding

1.Getting Started

2.Generative Adversarial Networks Fundamentals

3.Best Practices for Model Design and Training

4.Building Our First GAN with PyTorch

5.Generating Images Based on Label Information

6.Image-to-Image Translation and Its Applications

7.Image Restoration with GANs

8.Training GANs to Break Different Models

9.Image Generation from Description Text

10.Sequence Synthesis with GANs

11.Reconstructing 3D Models with GANs

12.Concluding Remarks

13.Appendix

Quiz: Sequence Synthesis with GANs