@article{towardsinterpretabledeepgenerativemodels, title = {Towards Interpretable Deep Generative Models via Causal Representation Learning}, author = {Gemma E. Moran and Bryon Aragam}, year = {2025}, eprint = {2504.11609}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.11609v1}, }