Panagiotis Alimisis

Learning Robust Intervention Representations with Delta Embeddings

Causal representation learning has attracted significant research interest during the past few years, as a means for improving model generalization and robustness. Causal representations of interventional image pairs (also called ``actionable counterfactuals'' in the literature), have the property t…