TopoAlign: Topology-Aware Visual Representation Alignment 事件

TopoAlign: Topology-Aware Visual Representation Alignment arXiv:2605.25541v1 Announce Type: cross Abstract: Neural networks encode inputs as high-dimensional vectors, known as representations, that capture how models process data by encoding task-relevant structure and semantics. Representation alignment refers to the degree to which different models, layers, or training conditions produce similar representations for the same inputs, with important implications for model interpretation, selecti