cards/machine-learning/learning-theories/noise-contrastive-estimation.md

1 Contrastive Model

#Self-supervised Learning #Contrastive Model #Basics

Contrastive models learn to compare1. Contrastive use special objective functions such as [[NCE]] …

2 Contrastive Model: Context-Instance

#Self-supervised Learning #Contrastive Model #Mutual Information #Basics

In contrastive methods, we can manipulate the data to create data entries and infer the changes …