GitHub topics: nnclr
vturrisi/solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
Language: Python - Size: 5.04 MB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 1,479 - Forks: 190
mwritescode/nnclr-cifar100
We implement NNCLR and a novel clustering-based technique for contrastive learning that we call KMCLR. We show that applying a clustering technique to obtain prototype embeddings and using these prototypes to form positive pairs for contrastive loss can achieve performances on par with NNCLR on CIFAR-100 while storing 0.4% of the number of vectors.
Language: Python - Size: 1 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0
