CMPT743: Practices in visual computing 2, Spring 2024

Schedule

Week 1
Topic
Materials
Assignments and Deadlines
Fri, Jan 12
Logistics, Introduction
Logistics Outline #2 Intro to ML
VC Topics Report template
Fri, Jan 12
No Lab

Week 2
Fri, Jan 19
Style transfer, Object detection
Slides #1 Slides #2
Assignment #1
Fri, Jan 19
Logistics, PyTorch Review
Lab 1 Lab 1 Solutions

Week 3
Fri, Jan 26
Object detection (cont'd)
Slides #1
Fri, Jan 26
YOLO Implementation
YOLO Framework YOLO Implementation YOLO Slides
Week 4
Fri, Feb 02
Pose estimation
Slides #1
Assignment #2
Fri, Feb 02
Assignment #1 Demo
Week 5
Fri, Feb 09
Generative models, Quiz 1
Slides #1
Fri, Feb 09
TBD
Week 6
Fri, Feb 16
Generative models (cont'd)
Slides #1 Slides #2
Assignment #3
Fri, Feb 16
Assignment #2 Demo

Week 7
Fri, Feb 23
Reading Break
Fri, Feb 23
Reading Break
Week 8
Fri, Mar 01
Projects' Milestones
Fri, Mar 01
Projects' Milestones; no lab
Assignment #4
Week 9
Fri, Mar 08
GAN

Fri, Mar 08
GAN
GAN Framework GAN Slides
StyleGAN Slides

Mon, Mar 11
StyleGAN, Diffusion (online)
StyleGAN Diffusion

Week 10
Fri, Mar 15
Quiz 2; no lecture
Fri, Mar 15
Assignment #3, #4 Demo
Week 11
Fri, Mar 22
Transformers, Deep geometry processing
RNN, Transformers Slides #1 Slides #2 Slides #3 Slides #4
Fri, Mar 22
Neural fields
Slides Demo Code
Assignment #5
Week 12
Fri, April 5
Deep Geometry Processing (cont'd)
Fri, April 5
Assignment #5 Demo

Week 13
Fri, Apr 12
Project final presentation

Fri, Apr 12



This course website imitates University of Washington's CSE373, Spring 2019.