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MIT 6.S191: Towards AI for 3D Content Creation
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MIT Introduction to Deep Learning 6.S191: Lecture 11
Towards AI for 3D Content Creation
Lecturer: Prof. Sanja Fidler, University of Toronto and NVIDIA
January 2021
Lecture Outline
0:00 - Introduction
2:10 - What is 3D content?
7:00 - AI for 3D content creation
8:20 - Synthesizing worlds
11:45 - Scene composition
15:50 - Learning structure
20:55 - Synthesizing medical data
23:00 - Recovering rules of the world
26:45 - Object creation
28:50 - Graphics via differentiable rendering
32:30 - Data generation
38:30 - Neural simulation
43:25 - 3D deep learning library
45:25 - Summary and conclusion
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Towards AI for 3D Content Creation
Lecturer: Prof. Sanja Fidler, University of Toronto and NVIDIA
January 2021
Lecture Outline
0:00 - Introduction
2:10 - What is 3D content?
7:00 - AI for 3D content creation
8:20 - Synthesizing worlds
11:45 - Scene composition
15:50 - Learning structure
20:55 - Synthesizing medical data
23:00 - Recovering rules of the world
26:45 - Object creation
28:50 - Graphics via differentiable rendering
32:30 - Data generation
38:30 - Neural simulation
43:25 - 3D deep learning library
45:25 - Summary and conclusion
Subscribe to stay up to date with new deep learning lectures at MIT, or follow us @MITDeepLearning on Twitter and Instagram to stay fully-connected!!
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