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topological invariant

5 papers

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Co-occurring keywords · papers mentioning both

data augmentation (2) homology inference (1) differentiable euler characteristic transform (1) bifurcation (1) poincaré index (1) poincaré–hopf theorem (1) homology group (1) manifold topology (1) bifurcation detection (1) 3d imaging (1)

Papers

Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem ICML 2025 Differentiable Euler Characteristic Transforms for Shape Classification ICLR 2024 Let's do the time-warp-attend: Learning topological invariants of dynamical systems ICLR 2024 3D Manifold Topology Based Medical Image Data Augmentation ACML 2022 Minimax rates for homology inference AISTATS 2012