FlexCausal: Flexible Causal Disentanglement via Structural Flow Priors and Manifold-Aware Interventions

Yutao Jin, Yuang Tao, Junyong Zhai

Causal Disentangled Representation Learning(CDRL) aims to learn and disentangle low dimensional representations and their underlying causal structure from observations. However, ex…