COSE474

COSE474: Deep Learning @ Korea University

Instructor

• Hyunwoo J. Kim

Contributors

• Seungdong Yoa
• Dasol Hwang
• Sihyeon Kim

Contents

1. Introduction to Neural Networks using PyTorch (2-layer NN, CIFAR10)
2. MNIST Tutorial (CNN)
3. Object Detection and Multiple Object Tracking(MOT)
4. Semantic Segmentation
5. Adversarial Examples
6. Style Transfer with CycleGAN

Reference

1. Introduction to Colab