Contrastive Clustering with SwAV

This video explains a new algorithm combining self-supervised contrastive learning with clustering to learn better representations. This is done by predicting clusters from image features, and is extremely close in performance to full supervised learning, constrained on the ResNet50 architecture. Thanks for watching! Please Subscribe! Paper Links: Facebook AI Blog Post on this Paper: https://ift.tt/2WElGFZ Contrasting Cluster Assignments: https://ift.tt/3dfRmqK Salesforce Blog Prototypical Contrastive Learning: https://ift.tt/2WZKQ1p Prototypical Contrastive Learning Paper: https://ift.tt/3fS5Zmj Supervised Contrastive Learning: https://ift.tt/2ZOe3ie SimCLR: https://ift.tt/31TZZTM Bootstrap your own Latent: https://ift.tt/38m1mhx CURL: https://ift.tt/3dLGpxF