CMPT743: Practices in visual computing 2, Spring 2025

Schedule

Week 1
Topic
Materials
Assignments and Deadlines
Fri, Jan 10
Logistics, Introduction, Style transfer
Logistics Outline #2 Review
Style Transfer Report template
Fri, Jan 10
No Lab

Week 2
Fri, Jan 17
Pose estimation
Slides #1
Assignment #1 - PDF
Assignment #1 - ZIP
Fri, Jan 17
Style transfer
Slides Notebooks
Week 3
Fri, Jan 24
Autoencoders, VAE
Slides #1
Fri, Jan 24
Autoencoder
Slides Notebooks

Week 4
Fri, Jan 31
GAN, Quiz 1
Slides #1 Slides #2
Assignment #1 deadline
Fri, Jan 31
GAN
Slides Notebooks

Week 5
Fri, Feb 7
StyleGAN, GAN (cont'd)
StyleGAN
Assignment #2 - PDF
Assignment #2 - ZIP
Fri, Feb 7
Assignment #1 Demo

Project Proposal Deadline
Week 6
Fri, Feb 14
RNN, LSTM, Transformers, Diffusion
Diffusion RNN, Transformers
Assignment #3 - PDF Assignment #3 - ZIP
Fri, Feb 14
Diffusion
Slides

Week 7
Fri, Feb 21
Reading Break
Fri, Feb 21
Reading Break
Assignment #2 deadline
Week 8
Fri, Feb 28
Projects' Milestones
Fri, Feb 28
Projects' Milestones; no lab
Week 9
Fri, Mar 7
Deep geometry processing
Slides #1 Slides #2 Slides #3 Slides #4
Fri, Mar 7
Neural fields
Notebook

Week 10
Fri, Mar 14
Deep Geometry Processing (cont'd), Quiz 2
Fri, Mar 14
Assignment #2 Demo
Assignment #3 deadline
Week 11
Fri, Mar 21
Personalization, Deep Fake
Assignment #4 - PDF Assignment #4 - ZIP
Fri, Mar 21
3D Meshes and Point Clouds
Notebook
Week 12
Fri, Mar 28
Intro to rendering, NERF, Gaussian Splatting. Guest Lecturer: Prof. Andrea Tagliasacchi

Fri, Mar 28
Assignment #3 Demo
Week 13
Fri, Apr 4
Project final presentation

Fri, Apr 4
Assignment #4 deadline



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