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20222024
most citedUsing Multimodal Deep Neural Networks to Disentangle Language from Visual Aesthetics

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cs.LG2023

Detecting Dataset Drift and Non-IID Sampling via k-Nearest Neighbors

Jesse Cummings, Elías Snorrason, Jonas Mueller

We present a straightforward statistical test to detect certain violations of the assumption that the data are Independent and Identically Distributed (IID). The specific form of v…