CLIP-like Model as a Foundational Density Ratio Estimator

Fumiya Uchiyama, Rintaro Yanagi, Shohei Taniguchi +5

Density ratio estimation is a core concept in statistical machine learning because it provides a unified mechanism for tasks such as importance weighting, divergence estimation, an…