Flat-Consensus Diffusion for Robust Data Reshaping under Noisy Evaluator.

arXiv:2609.32696v1 Announce Type: new Abstract: Data shape determines how features are structured, how patterns are separated, and how distributions cover the underlying domain. Poor data shape can make models learn noise rather than generalizable structure. T