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What is: Self-Cure Network?

SourceSuppressing Uncertainties for Large-Scale Facial Expression Recognition
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Self-Cure Network, or SCN, is a method for suppressing uncertainties for large-scale facial expression recognition, prventing deep networks from overfitting uncertain facial images. Specifically, SCN suppresses the uncertainty from two different aspects: 1) a self-attention mechanism over mini-batch to weight each training sample with a ranking regularization, and 2) a careful relabeling mechanism to modify the labels of these samples in the lowest-ranked group.