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Nah. They need to walk before they can run. In 2016, their system could locate objects in a scene[0]. In 2017, it could answer questions about a scene[1]. In 2
by espadrine 4y ago
Nah. They need to walk before they can run.
In 2016, their system could locate objects in a scene[0].
In 2017, it could answer questions about a scene[1].
In 2018, it could infer how a scene looks from any angle using a couple photos[2].
Now, it can perform inference tasks in a 3D scene.
Going to the real world will require more work! But they will be helped by converging existing advances[3].
[0]: https://arxiv.org/pdf/1603.08575.pdf https://arxiv.org/pdf/1603.08575.pdf
[1]: https://arxiv.org/pdf/1706.01427.pdf https://arxiv.org/pdf/1706.01427.pdf
[2]: https://www.deepmind.com/blog/neural-scene-representation-and-rendering https://www.deepmind.com/blog/neural-scene-representation-an...
[3]: https://www.deepmind.com/blog/stacking-our-way-to-more-general-robots https://www.deepmind.com/blog/stacking-our-way-to-more-gener...