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Table 3 Classification results on CIFAR-10 dataset

From: The effect of whitening transformation on pooling operations in convolutional autoencoders

Pooling size

Pooling type

Unwhitened

Whitened ( ε= 0.1)

8 × 8

Avg

59.84%

64.81%

Max

60.55%

63.62%

Ada

60.67%

65.48%

Sto

61.06%

64.44%

5 × 5

Avg

57.34%

64.38%

Max

59.56%

63.06%

Ada

58.66%

63.59%

Sto

58.60%

63.25%