Neural inverse rendering according to GPT-4V
Welcome to the 3D Deep Learning Reading Group. We are an online community that meets to discuss the latest developments in 3D Deep Learning and their applications in the virtual and physical world. We are particularly interested in 3D Gaussian Splatting, Neural Fields, Implicit Representations, 3D Reconstruction and Generation, 3D in Robotics and VR/AR, among other topics. Please check a curated list of resources at the end of the page. We welcome all suggestions on the reading group and paper discussion. Join us to stay current on this exciting field!
When | Presenter | What | Notes |
---|---|---|---|
17/05/2023 | Mauro Comi | Neural Fields in Visual Computing and Beyond, Part 1 | [paper] [our slides] |
29/05/2023 | Mauro Comi | Neural Fields in Visual Computing and Beyond, Part 2 | [paper] |
05/06/2023 | Zubair Irshad | Neural Fields in Robotics Part 1 | |
12/06/2023 | Zubair Irshad | Neural Fields in Robotics Part 2 | |
03/07/2023 | Mauro Comi | Interesting papers from CVPR 2023 | BundleSDF, SPARF, WIRE, FlowCAM, and more |
17/07/2023 | Mauro Comi | Interesting papers from CVPR 2023 | FLowDiffusion, Deformable NeRF, HyperReel, and more |
16/08/2023 | Daniel Escobar | Diffusion for 3D generation | Text2NeRF, Text2Room, GenVS |
23/08/2023 | Mauro Comi | 3D Gaussians splatting | 3D Gaussian Splatting |
01/09/2023 | Mauro Comi | Dynamic 3D Gaussians | Dynamic 3DGS |
BREAK | |||
17/04/2024 | Mauro Comi | Physics and 3D Gaussian Splatting | PhysGaussian, Spring-Mass 3DGS |
29/04/2024 | Mauro Comi | LLMs and 3D Gaussian Splatting | Feature 3DGS, Gaussian Grouping |
BREAK | |||
09/04/2025 | Brian Kim | MeshUp | [paper] |
16/04/2025 | Andreea Ardelean | Gen3DSR | [paper] |
23/04/2025 | Hengyi Wang | Spanner | [paper] |
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