Course topics
  • Optimization, Regularization
  • Initialization, Normalization, CNN
  • Generative Models: Autoregression, VAE, GAN, Diffusion, Flow Matching
  • Acceleration: Quantization, Pruning, Distillation, KV-Cache, Flash Attention