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[논문 리뷰/요약] Noise-contrastive estimation: A new estimation principle forunnormalized statistical models

Noise-contrastive estimation: A new estimation principle for unnormalized statistical modelsWe present a new estimation principle for parameterized statistical models. The idea is to perform nonlinear logistic regression to discriminate between the observed data and some artificially gene...proceedings.mlr.press이 논문은 대조 학습(Contrastive learning)의 개념을 수학적으로 설명한 논문이다.또한 Vision Langauge Model에서 주로 사..
Paper 2025. 1. 15. 16:43
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