Whereas SimCLR and others require large batch sizes in representation learning, SwAV makes it possible to learn in small batches by online training that train the model to cluster consistently between differently augmented two image . Good results in object detection and image classification using the obtained representations.
TL;DR
Whereas SimCLR and others require large batch sizes in representation learning, SwAV makes it possible to learn in small batches by online training that train the model to cluster consistently between differently augmented two image . Good results in object detection and image classification using the obtained representations.
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https://arxiv.org/abs/2006.09882
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