| A | B | C | D | E | F | G | H | I | J | K | L | M | N | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Date | Topic | Material | Background Reading | Paper 1 | 🏆 Champion | 🧑🏻⚖️ Critic | 👩🏼🚀 Pioneer | 🧑🏽💻 Entrepreneur | Paper 2 | 🏆 Champion | 🧑🏻⚖️ Critic | 👩🏼🚀 Pioneer | 🧑🏽💻 Entrepreneur |
2 | 01/04 | Intro & syllabus | Lecture: pdf Syllabus: pdf | No paper | No paper | |||||||||
3 | 01/09 | Multiview Geometry | Lecture: pdf | Structure From Motion | No paper | No paper | ||||||||
4 | 01/11 | 3D Representations | Lecture: pdf | No paper | No paper | |||||||||
5 | 01/16 | 3D Representations | Lecture: pdf | MeshCNN (presentation) | Ilona Demler | Damiano Marsili | Damon Lin | BillyWelch | PointNet++ (presentation) | Rohun Agrawal | Ziqi Ma | Zongyi LI | Sean Darcy | |
6 | 01/18 | Single View 3D: 2.5D | Lecture: pdf | Optional: 1. Robust Consistent Video Depth Estimation | MiDAS (code) (presentation) | Anne Erickson | Haeyoon Han | Apurva Badithela | Victor Li | OmniData (presentation) | Heri Rajaoberison | Patrick Rim | Zack Dugue | Georgia Gkioxari |
7 | 01/23 | Single View 3D: 3D Objects | Lecture: pdf | Optional 1. MCC 2. DeepSDF 3. What do Single-View 3D Reonstruction Networks Learn? | Occupancy Nets (presentation) | Rohit Dilip | Ilona Demler | Damiano Marsili | Noah Okada | Mesh R-CNN (presentation) | Aadarsh Sahoo | Qilin | Georgia | Em Fourney. |
8 | 01/25 | Differentiable Rendering | Lecture: pdf | Optional: 1. Physically Based Rendering (Mitsuba) 2. Modular Primitives (link) | Neural 3D Mesh Renderer (presentation) | Saumya Chauhan | Zhanyu Guo | Cason Shepard | Purvi Sehgal | PyTorch3D (presentation) | Aditi Chandrashekar | Georgia | Michelle Li | Billy Welch |
9 | 01/30 | no class | ||||||||||||
10 | 02/01 | 3D Prediction without 3D Supervision | Lecture: pdf | Category Specific Mesh Reconstruction (presentation) | Haeyoon Han | Ziqi Ma | Aditi Chandrashekar | Heri Rajaoberison | Differentiable Stereopsis (presentation) | Sean Darcy | Solvin Sigurdson | Rohit Dilip | Saumya Chauhan | |
11 | 02/06 | Volumetric Rendering | Lecture: pdf Assignment: doc | NeRF (presentation) | Victor Li | Ilona Demler | Zhanyu Guo | Zack Dugue | ZipNeRF (presentation) | Anne Erickson | Billy Welch | Michelle Li | Apurva Badithela | |
12 | 02/08 | Volumetric Rendering: 2nd edition | Lecture: pdf | Instant NGP (presentation) | Aadarsh Sahoo | Zongyi Li | Solvin Sigurdson | Saumya Chauhan | 3D Gaussian Splatting (presentation) | Damiano Marsili | Michelle Li | Rohun Agrawal | Damon Lin | |
13 | 02/13 | Rendering Implicit Surfaces | Lecture: pdf | Optional: 1. IDR | Volume Rendering of Neural Implicit Surfaces (presentation) | Cason Shepard | Haeyoon Han | Billy Welch | Victor Li | NeuS (presentation) | Saumya Chauhan | Zack Dugue | Noah Okada | Aditi Chandrashekar |
14 | 02/15 | Generalizable View Synthesis | Lecture: pdf | pixelNeRF (presentation) | Zhanyu Guo | Rohit | Heri Rajaoberison | Purvi Sehgal | Geometry-biased Transformers for Novel View Synthesis (presentation) | Zack Dugue | Anne Erickson | Ziqi Ma | Sean Darcy | |
15 | 02/20 | 3D meets Robotics | Lecture: pdf | Distilled Feature Fields (presentation) | Michelle Li | Rohun Agrawal | Apurva Badithela | Zhanyu Guo | SplaTAM (presentation) | Solvin Sigurdson | Zongyi Li | Damon Lin | - | |
16 | 02/22 | 3D People + Hands | Lecture: pdf | Optional: 1. SMPL | Humans in 4D (presentation) | Purvi Sehgal | Victor Li | Aadarsh Sahoo | Damiano Marsili | HaMeR (presentation) | Sean Darcy | Cason Shepard | Saumya Chauhan | Noah Okada |
17 | 02/27 | Generative 3D Guest Lecture by Sergey Tulyakov | Lecture: pdf | No paper | No paper | |||||||||
18 | 02/29 | Generative 3D | Lecture: pdf | PiGAN (presentation) | Apurva | Rohun | Zhanyu Guo | Aditi | Get3D (presentation) | Ilona Demler | Rohit | Heri | Damon Lin | |
19 | 03/05 | Generative 3D | Lecture: pdf | DreamFusion (presentation) | Ziqi | Aadarsh | Noah Okada | Cason | Zero123 (presentation) | Haeyoon Han | Zongyi Li | Solvin | - | |
20 | 03/07 | Final & Overview | Lecture: pdf | No paper | No paper | |||||||||
21 | THE END | |||||||||||||