Generative AI
15 个课时
01 Generative Models — Taxonomy & History
CODE 1 OUTPUTS
✓ → 02 Autoencoders & Variational Autoencoders (VAE) CODE 1 OUTPUTS
✓ → 03 GANs — Generator vs Discriminator CODE 1 OUTPUTS
✓ → 04 Conditional GANs & Pix2Pix CODE 1 OUTPUTS
✓ → 05 StyleGAN CODE 1 OUTPUTS
✓ → 06 Diffusion Models — DDPM from Scratch CODE 1 OUTPUTS
✓ → 07 Latent Diffusion & Stable Diffusion CODE 1 OUTPUTS
✓ → 08 ControlNet, LoRA & Conditioning CODE 1 OUTPUTS
✓ → 09 Inpainting, Outpainting & Image Editing CODE 1 OUTPUTS
✓ → 10 Video Generation CODE 1 OUTPUTS
✓ → 11 Audio Generation CODE 1 OUTPUTS
✓ → 12 3D Generation CODE 1 OUTPUTS
✓ → 13 Flow Matching & Rectified Flows CODE 1 OUTPUTS
✓ → 14 Evaluation — FID, CLIP Score, Human Preference CODE 1 OUTPUTS
✓ → 19 Visual Autoregressive Modeling (VAR): Next-Scale Prediction CODE 1 OUTPUTS
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