10. Generative Adversial Networks

[JavaStudentAlex]

• Lecture
• Book chapter
• “Generative Adversarial Nets”
• “Understanding Deep Learning”
• “Unsupervised representation learning with deep convolutional generative adversarial networks.”
• “Conditional generative adversarial nets.”
• “Wasserstein generative adversarial networks.”
• StyleGAN
• “Image-to-image translation with conditional adversarial networks.”
• “Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks.”
• “Generative adversarial text to image synthesis.”
• “Denoising Diffusion Probabilistic Models.”
• “Diffusion Models Beat GANs on Image Synthesis.”

[JavaStudentAlex]

Worked on the problem "read lecture GANs" during 01:20:18 hours.

[JavaStudentAlex]

Worked on the problem "read book chapter" during 00:14:12 hours.