Contrastive representation learning
ID: contrastive-representation-learning
Learning a representation by relating selected matching examples or views and contrasting them with other examples. The augmentation, matching and sampling rules determine which distinctions are retained. Brain-like prediction in a trained model does not establish the exact objective or plasticity mechanism in cortex.[ref]
Unsupervised neural network models of the ventral visual stream by Chengxu Zhuang and others. Abstract and Results; PNAS 118, e2014196118: contrastive learning, multi-area prediction and child-view training data
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