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A Theoretical Analysis of Feature Pooling in Visual Recognition

A Theoretical Analysis of Feature Pooling in Visual Recognition. Y-Lan Boureau, Jean Ponce and Yann LeCun ICML 2010. Presented by Bo Chen. Outline. 1. Max-pooling and average pooling 2. Successful stories about max-pooling 3. Pooling binary features 4. Pooling continuous sparse codes

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A Theoretical Analysis of Feature Pooling in Visual Recognition