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cs.CV2023★ 2 cited
Mitigating Algorithmic Bias on Facial Expression Recognition
Glauco Amigo, Pablo Rivas Perea, Robert J. Marks
Biased datasets are ubiquitous and present a challenge for machine learning. For a number of categories on a dataset that are equally important but some are sparse and others are c…
cs.CV2021
Generatively Augmented Neural Network Watchdog for Image Classification Networks
Justin M. Bui, Glauco A. Amigo, Robert J. Marks
The identification of out-of-distribution data is vital to the deployment of classification networks. For example, a generic neural network that has been trained to differentiate b…