Dataset Bias in Computer Vision

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Amazon virtual talk, July 2020
  1. Kate Saenko
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Dataset Bias in 0:52:11

Dataset Bias in Computer Vision

Lecture 9/B Dataset 0:07:21

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Preventing Algorithmic Bias 0:29:02

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What constitutes dataset 0:09:08

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Mitigating Dataset Bias 0:44:59

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What is Synthetic 0:06:49

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What is a 0:02:25

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An Introduction to 1:04:49

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Lecture 9/C Detect 0:17:01

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Do Datasets Have 0:07:49

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Why Computer Vision 0:08:39

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Keynote: Overcoming Dataset 0:24:36

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Why do we 0:02:20

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Andrew Ilyas - 1:06:36

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Dataset Management for 0:40:51

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PAIR AI Explorables 0:23:33

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Designing Computer Vision 0:46:03

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Unravelling Dataset Bias 0:35:39

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Understanding and Mitigating 1:00:54

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Reducing Bias in 0:02:40

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