Course Study Note
Day 4 — GANs and Pix2Pix
I separated the generator and discriminator objectives, then followed how a conditional GAN becomes an image-to-image translator.
- Date
- 2025-07-10
- Course
- 2025 Generative Models Intensive — From VAE to Stable Diffusion
01GAN Training Structure
Study checkpoint for this day
02Pix2Pix and Conditional Generation
Study checkpoint for this day
Topics from the day
- GAN Training Structure
I traced gradients and labels while alternating the two optimizers.
- Pix2Pix and Conditional Generation
I linked adversarial loss to realism and L1 loss to input preservation.