Probing the Purview of Neural Networks via Gradient Analysis
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DOI: 10.1109/access.2023.3263210
Abstract: We analyze the data-dependent capacity of neural networks and assess anomalies in inputs from the perspective of networks during inference. The notion of data-dependent capacity allows for analyzing the knowledge base of a model populated… read more here.
Keywords: networks via; neural networks; via gradient; probing purview ... See more keywords