Rui Wu, Hong Xie, Yongjun Li

Rui Wu, Hong Xie, Yongjun Li의 전문분석자료

Academic · 약 1분

Cohomological Obstructions to Global Counterfactuals: A Sheaf-Theoretic Foundation for Generative Causal Models

arXiv:2603.17384v1 Announce Type: new Abstract: Current continuous generative models (e.g., Diffusion Models, Flow Matching) implicitly assume that locally consistent causal mechanisms naturally yield globally coherent …

조회수 34회 03.19

Academic · 약 1분

The Causal Uncertainty Principle: Manifold Tearing and the Topological Limits of Counterfactual Interventions

arXiv:2603.17385v1 Announce Type: new Abstract: Judea Pearl's do-calculus provides a foundation for causal inference, but its translation to continuous generative models remains fraught with geometric …

Rui Wu, Hong Xie, Yongjun Li

조회수 42회 03.19