On Disentanglement in Gaussian Process Variational Autoencoders. - Simon Bing; Vincent Fortuin; Gunnar Rätsch (CoRR, 2021)

Conditional Generation of Medical Time Series for Extrapolation to Underrepresented Populations. - Simon Bing; Andrea Dittadi; Stefan Bauer; Patrick Schwab (CoRR, 2022)

Invariance & Causal Representation Learning: Prospects and Limitations. - Simon Bing; Jonas Wahl; Urmi Ninad; Jakob Runge (CoRR, 2023)

Identifying Linearly-Mixed Causal Representations from Multi-Node Interventions. - Simon Bing; Urmi Ninad; Jonas Wahl; Jakob Runge (CLeaR, 2024)

Invariance & Causal Representation Learning: Prospects and Limitations. - Simon Bing; Tom Hochsprung; Jonas Wahl; Urmi Ninad; Jakob Runge (Trans. Mach. Learn. Res., 2024)

Sanity Checking Causal Representation Learning on a Simple Real-World System. - Juan L. Gamella; Simon Bing; Jakob Runge (CoRR, 2025)