Research
Tanja Bien works on controllable generative models and generation under physical symmetries. Her research includes composing diffusion models through logical conditions, allowing several requirements to guide generation together. She also contributes to methods for generating molecular structures in a single step while accounting for rotational symmetry.
Selected publications
- Logical Guidance for the Exact Composition of Diffusion Models 2026
- SymDrift: One-Shot Generative Modeling under Symmetries 2026
Information reviewed 26 September 2026 · University profile