Self Supervised Learning
What is self-supervised learning? How do you learn without labeling your data?
William Falcon, PyTorch Lightning founder, and Ananya Harsh Ja, Lightning research engineer, deep dive into simCLR ("A Simple Framework for Contrastive Learning of Visual Representations"), self-supervised representation learning on images. Start here for the intro: • SimCLR with PyTorch Lightning- intro
In the next videos, we will go over key ideas of the paper, and how they are implemented with PyTorch Lightning.
Next up: SimCLR paper overview- • SimCLR paper overview
Paper: https://arxiv.org/abs/2002.05709
PyTorch Lightning implementation: https://github.com/PyTorchLightning/p...
Colab: https://colab.research.google.com/dri...
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