Latest Update:
- 11/30/2022: Add “GAN” slides
- 11/16/2022: Add “Autoencoder” slides
- 11/09/2022: Add “Classic ConvNets” slides
- 11/07/2022: Add “AlexNet paper”
Syllabus
Lecture Slides
- 0829: Introduction
- 0831: Logistic Regression: P1
- 0907: Logistic Regression: P2
- 0914: Neural Network: P1
- 0921: Neural Network: P2
- 0928: Model Tuning
- 0928: Model Tuning
- 1005: Optimization
- 1012: Pytorch
- 1019: Convolutional Neural Network
- 1026: Classic Paper Reading: AlexNet
- 1109: Classic ConvNets
- 1116: Autoencoder
- 1116: Generative Adversarial Network