SimCLR - Projection Head
This is video no. 5 in a series walking through simCLR research paper, going over the projection head.
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 to get an overview of the paper, and get all the details on PyTorch Lightning implementation: SimCLR with PyTorch Lightning- intro
Next up: Loss function - SimCLR implementation- NT-Xnet Loss
Paper: https://arxiv.org/abs/2002.05709
PyTorch Lightning implementation: https://github.com/PyTorchLightning/p....
Colab: https://colab.research.google.com/dri...
Thanks for watching! Please Subscribe!
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 to get an overview of the paper, and get all the details on PyTorch Lightning implementation: SimCLR with PyTorch Lightning- intro
Next up: Loss function - SimCLR implementation- NT-Xnet Loss
Paper: https://arxiv.org/abs/2002.05709
PyTorch Lightning implementation: https://github.com/PyTorchLightning/p....
Colab: https://colab.research.google.com/dri...
Thanks for watching! Please Subscribe!
همه توضیحات ...