2025
Diffusion Generative Modeling on Lie Group Representations
NeurIPS 2025spotlight
We introduce a novel class of score-based diffusion processes that operate directly in the representation space of Lie groups. Leveraging the framework of Generalized Score Matching, we derive a class of Langevin dynamics that decomposes as a direct sum of Lie algebra representations, enabling the m…