الباحثون

Krzysztof Marcin Choromanski

المنشورات 2

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Structure-Adaptive Tree Field Integrators

Millend Roy, Soham Samal, Ivan Zelich وآخرون · 2026

We present a new class of near-linear algorithms for efficiently integrating general tensor fields defined on trees with distance dependent kernels, the Structure-Adaptive Tree Field Integrators (STAD-TFIs). STAD-TFIs exploit the tree's underlying structure through decompositions built around path backbones and single …

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Unlocking Geodesic Gromov-Wasserstein Distances for 3D Modeling

\textit{Gromov-Wasserstein Distances} (GWDs) provide quantitative ways of comparing probabilistic distributions defined on different metric spaces by applying techniques from the optimal transport theory. As such, GWD can be potentially useful in a large variety of applications ranging from graph matching problems to 3 …

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