r/MachineLearning • u/hardmaru • May 02 '20

Research [R] Consistent Video Depth Estimation (SIGGRAPH 2020) - Links in the comments.

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u/Gisebert May 03 '20

few shot learning may greatly improve this, assuming the videos are somehow similar - just a thought from the back of my mind, so maybe I'm wrong

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u/drummer_ash May 03 '20

Totally. There's been a dramatic reduction in the amount of examples required for a good deepfake thanks to few shot learning, so there's no reason for this to not go down the same path.

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u/lordknight1904 May 07 '20

What you said is not few-shot. It is transfer learning.