CLEAR adds a pair-switching anti-contrastive loss to a VAE that disentangles content from style using only content labels and improves OOD classification.
From detection of individual metastases to classification of lymph node status at the patient level: the camelyon17 challenge
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CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization
CLEAR adds a pair-switching anti-contrastive loss to a VAE that disentangles content from style using only content labels and improves OOD classification.