Propensity Score Alignment of Unpaired Multimodal Data

no code implementations • 2 Apr 2024 • Johnny Xi, Jason Hartford

Multimodal representation learning techniques typically rely on paired samples to learn common representations, but paired samples are challenging to collect in fields such as biology where measurement devices often destroy the samples.

Causal Inference Representation Learning