About Contrastive Loss in NeMo #9513
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EomSooHwan
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I am seeking some details regarding the implementation of
ContrastiveLoss
within the NeMo framework. Specifically, I would like to understand ifContrastiveLoss
specifically refers to Contrastive Predictive Coding (CPC) and its derivatives. I am asking this because contrastive loss can sometimes denote contrastive loss between the representation from different views (or augmentation), and I find that the name could be misleading for some. It would be nice to have a reference paper on the losses that Contrastive Loss is intended to implement.Also, if
ContrastiveLoss
in NeMo does not support such multi-view contrastive learning, is there any recipe for such?Beta Was this translation helpful? Give feedback.
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