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SyncedReview

Facebook AI Says Class Selectivity In Neurons May Impair DNN Performance

New Facebook AI research proposes a rethinking of the role of class selective neurons in deep neural networks (DNN), arguing DNNs can perform well — and maybe even better — without them. The researchers say the findings suggest overreliance on such easy-to-interpret neurons and intuition-based methods for understanding DNNs can be misleading.

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