Visual Learning and Recognition: Difference between revisions

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(Simple algorithms + big data) is better than (complicated algorithms + small data)
(Simple algorithms + big data) is better than (complicated algorithms + small data)


===Lecture 4 (September 10, 2020)===
===Lecture 4 September 10, 2020===
This lecture is on the bias of data. It follows Torralba ''et al.''<ref name="torralba2011unbiased"></ref>
This lecture is on the bias of data. It follows Torralba ''et al.''<ref name="torralba2011unbiased"></ref>


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No. E.g. COVID.   
No. E.g. COVID.   
There will always be new tasks or problems.
There will always be new tasks or problems.
===We will never have enough data===
===We will never have enough data===
Long tails - Zipf's law
Long tails - Zipf's law