slides

Pattern Recognition and Machine Learning

• 11/13/19: 3.2 Bias-Variance
• 12/7/18: 13.3-13.3.2 LDS
• 11/2/18: 12.2-12.2.2 PPCA
• 9/14/18: 10.5-10.6 Variational Logistic Regression
• 6/25/18: 8.4.4-8.4.8 Sum-product algorithm
• 5/2/18: 7-7.1.1 SVM and Lagrange Multipliers
• 3/22/18: 5.5.6-5.6 CNN and Mixture Density Nets
• 12/6/17: 4.1.6-4.2.2 Fisher's discriminant(Fukunaga, 1990)
• 10/11/17: 2.4 The Exponential Family

GAN

• 5/18/18: GAN
  • about GAN.(DCGAN, WGAN, Wasserstein)
• 5/10/19: How to evaluate GAN, Video Generation
  • IS, FID, SWD
  • vid2vid, everybody dance now, cartoonGAN