Geometry-Aware Image Flow Matching 事件

Geometry-Aware Image Flow Matching arXiv:2605.25294v1 Announce Type: new Abstract: Recent advances in generative models highlight the power of geometry-aware modeling in manifold-constrained settings. Yet, for natural images, the field remains confined to Euclidean assumptions, failing to exploit the potential of intrinsic geometric structures within the data. In this work, we investigate the geometry of natural images and observe that semantic information is predominantly encoded in directiona