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2025 ICML ICML 2025

Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

In Huh, changwook jeong, Muhammad Alam

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Application Areas > Domain Adaptation Deep Learning > Architectures > Neural Networks

Keywords

neural ordinary differential equation symmetry breaking topological invariant bifurcation poincaré index poincaré–hopf theorem
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