CaliMatch adaptively calibrates classifier and OOD detector confidences in safe semi-supervised learning, improving classification accuracy on CIFAR-10/100, SVHN, TinyImageNet and ImageNet.
Mixmatch: A holistic approach to semi-supervised learning
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CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning
CaliMatch adaptively calibrates classifier and OOD detector confidences in safe semi-supervised learning, improving classification accuracy on CIFAR-10/100, SVHN, TinyImageNet and ImageNet.