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Unfolding the Meandering Path: High-Dimensional Invariance and the Flat 2D Plane of Neural…

中文摘要

本文探讨神经网络的高维不变性,揭示复杂数据如何映射到二维平面,以深入理解模型的内部表征与几何结构。

English Summary

This article explores high-dimensional invariance in neural networks, demonstrating how complex data structures map to a flat 2D plane to reveal underlying internal representations and geometry.

原文节选

Author: Supat Charoensappuech, in collaboration with Gemini 3.5 Flash (in normal mode Continue reading on Medium »