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Radiance Fields and the Future of Generative Media

Jon Barron 11,363 lượt xem 6 days ago
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In this talk, I will:
1) review recent work from our team on reconstructing and generating 3D worlds using radiance fields,
2) discuss how I think about the different varieties of radiance field techniques (NeRF, Instant NGP, 3DGS, etc) that are currently being explored, and how they relate to each other, and
3) scrutinize the relationship between explicitly 3D techniques like radiance fields and the increasingly powerful techniques for image and video generation that do not explicitly reason in 3D, which should cause us to re-evaluate the role of 3D in the modern AI era.

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