Resources
Class Schedule
1st week
02/14 Overview and Introduction
2nd week
02/21 Convolutional Neural Networks
3rd week
02/28 和平紀念日
4th week
03/07 AlexNet: Image Classification with Deep Convolutional Neural Networks
5th week
03/14 ResNet: Deep Residual Learning for Image Recognition
6th week
03/21 Neural Ordinary Differential Equations
7th week
03/28 1st Midterm Project Demonstration & Presentation
8th week
04/04 Spring break
9th week
04/11 Foundations of Object Detection
10th week
04/18 YOLO: Unified, Real-time Object Detection
11th week
04/25 U-Net: Convolutional Networks for Biomedical Image Segmentation
12th week
05/02 2nd Midterm Project Demonstration & Presentation
13th week
05/09 Generative Adversarial Network (GAN)
14th week
05/16 Super Resolution Techniques for Medical Image Analysis
15th week
05/23 Super Resolution Techniques for Medical Image Analysis
16th week
05/30 Domain Adaptation for Medical Image Analysis
17th week
06/06 Final Project Demonstration & Presentation