Resources
Class Schedule
1st week
02/24 Overview and Introduction
2nd week
03/03 BackPropagation
3rd week
03/10 Convolutional Neural Networks
4th week
03/17 AlexNet: Image Classification with Deep Convolutional Neural Networks
5th week
03/24 ResNet and Transfer Learning
6th week
03/31 1st Midterm Project Demonstration & Presentation
7th week
04/07 Spring break
8th week
04/14 Visual Recognition: Segmentation
9th week
04/21 Visual Recognition: Object Detection
10th week
04/28 Visual Recognition: Object Detection
11th week
05/05 2nd Midterm Project Demonstration & Presentation
12th week
05/12 Generative Models and Autoregressive Models
13th week
05/19 Variational AutoEncoders
14th week
05/26 Generative Adversarial Networks (GAN)
15th week
06/02 Diffusion Models
16th week
06/09 Final Project Demonstration & Presentation