Resources
Class Schedule
1st week
02/18 Overview and Introduction
2nd week
02/25 BackPropagation
3rd week
03/04 Convolutional Neural Networks
4th week
03/11 AlexNet: Image Classification with Deep Convolutional Neural Networks
5th week
03/18 ResNet and Transfer Learning
6th week
03/25 1st Midterm Project Demonstration & Presentation
7th week
04/01 Visual Recognition: Segmentation
8th week
04/08 Spring break
9th week
04/15 Visual Recognition: Object Detection
10th week
04/22 Visual Recognition: Object Detection
11th week
04/29 2nd Midterm Project Demonstration & Presentation
12th week
05/06 Generative Models and Autoregressive Models
13th week
05/13 Variational AutoEncoders
14th week
05/20 Generative Adversarial Networks (GAN)
15th week
05/27 Diffusion Models
16th week
06/03 Final Project Demonstration & Presentation