University of Virginia
This schedule is tentative and may be adjusted as the semester progresses.
Lecture | Date | Topic | Lecture Format | Background or Paper Reading | |
WEEK 1 | |||||
1 | Wed 08/28/2024 | Introduction | Lecture (PPT, pdf) | ||
WEEK 2 | |||||
2 | Mon 09/02/2024 | A Brief History of Computer Vision | Lecture (PPT, pdf) | Background reading | |
3 | Wed 09/04/2024 | 3D Representations | Lecture (PPT, pdf) | Background reading | |
WEEK 3 | |||||
4 | Mon 09/09/2024 | Image Formation | Lecture (PPT, pdf) | Background reading | |
5 | Wed 09/11/2024 | Multiview Geometry | Lecture (PPT, pdf) | Background reading | |
WEEK 4 | |||||
6 | Mon 09/16/2024 | NeRF: Neural Radiance Fields | Lecture (PPT, pdf) | Background reading | |
7 | Wed 09/18/2024 | Differentiable Primative Rendering | Lecture | Background reading | |
WEEK 5 | |||||
8 | Mon 09/23/2024 | Correspondence, Correspondence, Correspondence! | Discussion | Paper reading | |
9 | Wed 09/25/2024 | Dense Pixel Tracking | Discussion | Paper reading | |
WEEK 6 | |||||
10 | Mon 09/30/2024 | Project Proposal Presentation | Presentation | ||
11 | Wed 10/02/2024 | Single-view 2.5D Prediction | Discussion | Paper reading | |
WEEK 7 | |||||
12 | Mon 10/07/2024 | Learning-based 3D Reconstruction | Discussion | Paper reading | |
13 | Wed 10/09/2024 | Datasets for 3D | Discussion | Paper reading | |
WEEK 8 | |||||
14 | Mon 10/14/2024 | No lecture due to Fall Reading Days | Project Proposal Abstract due | ||
15 | Wed 10/16/2024 | 3D Prediction without 3D Supervision | Discussion | Paper reading | |
WEEK 9 | |||||
16 | Mon 10/21/2024 | 3D Recognition in Point Clouds | Discussion | Paper reading | |
17 | Wed 10/23/2024 | 3D Recognition from 2D Images | Discussion | Paper reading | |
WEEK 10 | |||||
18 | Mon 10/28/2024 | 3D Representation Learning | Discussion | Paper reading | |
19 | Wed 10/30/2024 | Generative 3D Models | Discussion | Paper reading | |
WEEK 11 | |||||
20 | Mon 11/04/2024 | Distilling 3D from 2D Models | Discussion | Paper reading | |
21 | Wed 11/06/2024 | Modeling 3D in Time | Discussion | Paper reading | |
WEEK 12 | |||||
22 | Mon 11/11/2024 | 3D Meets Robotics | Discussion | Paper reading | |
23 | Wed 11/13/2024 | 3D Meets Large Language Models | Discussion | Paper reading | |
WEEK 13 | |||||
24 | Mon 11/18/2024 | 3D vision in Your Daily Life | Discussion | Paper reading | |
25 | Wed 11/20/2024 | 3D vision papers with awards | Discussion | Paper reading | |
WEEK 14 | |||||
26 | Mon 11/25/2024 | No lecture due to Thanksgiving Recess | |||
26 | Wed 11/27/2024 | No lecture due to Thanksgiving Recess | |||
WEEK 15 | |||||
27 | Mon 12/02/2024 | Final Project Presentations | Presentation | ||
28 | Wed 12/04/2024 | Final Project Presentations | Presentation | ||
FINAL WEEK | |||||
Mon 12/17/2024 | Project Final Report Due |