DemystifyingContrastiveSelf-SupervisedLearning: Invariances,AugmentationsandDatasetBiases

Neural Information Processing Systems 

Self-supervised representation learning approaches haverecently surpassed their supervised learning counterparts on downstream tasks like object detection andimage classification.

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