Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class
Published in Neural Information Processing Systems (NeurIPS), 2022
This paper addresses the problem of model collapse under very few labels (one label per class) and proposes superclass mining for potential discriminative information to aid model training.
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