EMERGING TRENDS IN COMPUTING
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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It is generally recommended to replace pooling layers in generator part of convolutional generative adversarial nets with ____?
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Affine layer
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Strided convolutional layer
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Fractional strided convolutional layer
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ReLU layer
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Explanation:
Detailed explanation-1: -Similar to the Convolutional Layer, the Pooling layer is responsible for reducing the spatial size of the Convolved Feature. This is to decrease the computational power required to process the data through dimensionality reduction.
Detailed explanation-2: -Option A is correct. 4) Increase in size of a convolutional kernel would necessarily increase the performance of a convolutional neural network. Kernel size is a hyperparameter and therefore by changing it we can increase or decrease performance.
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