Chris Eliasmith
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2026
Geodesic Flow Matching for Denoising High-Dimensional Structured Representations
The paper introduces Geodesic Flow Matching, a manifold-aware denoising technique that adapts Riemannian transport dynamics to accurately clean high-dimensional structured representations like Spatial Semantic Pointers (SSPs) on toroidal manifolds.
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