Diagnosing Failure in Few-Step Manifold Generation

Project summary

with Yexiang Xue. We present a diagnostics framework for few-step generative modeling on manifolds that separates failures caused by coarse sampling, inconsistent local coordinates, model drift, and off-manifold leakage.