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Data-Efficient Image Recognition Using CPC by dreamandgame105 is a document available to read on EtoBox.

The document discusses advancements in data-efficient image recognition using Contrastive Predictive Coding (CPC), which allows for improved classification accuracy on the ImageNet dataset with significantly fewer labeled examples. The authors demonstrate that their CPC implementation achieves state-of-the-art results, enabling deep neural networks to perform well with 2-5 times fewer labels compared to traditional methods. Additionally, the unsupervised representations from CPC enhance transfer learning ca

Author

dreamandgame105

Language

EN