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Inductive Bias - What is inductive bias of CNN?


Convolutional Neural Networks (CNNs) produce features from nearby pixels and integrate them hierarchically; this is because CNNs' inductive bias is locality-focused. Among the inductive biases observed in CNNs is translational equivalence.