Gaussian distributions on Lie groups and their application to statistical shape analysis.
PulseAugur coverage of Gaussian distributions on Lie groups and their application to statistical shape analysis. — every cluster mentioning Gaussian distributions on Lie groups and their application to statistical shape analysis. across labs, papers, and developer communities, ranked by signal.
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New generative models leverage Wasserstein flows for faster, higher-quality outputs
Researchers are exploring new methods for generative modeling, focusing on Wasserstein gradient flows to improve efficiency and sample quality. One approach, W-Flow, achieves state-of-the-art one-step generation for ima…
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New note explores non-negative L1-approximating polynomials
Researchers have published a note on non-negative $L_1$-approximating polynomials with respect to Gaussian distributions. This work establishes that sets with a bounded Gaussian surface area admit degree-$k$ non-negativ…
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Gaussian distributions are globally solved for unbalanced optimal transport and density control
Researchers have developed a new method for solving unbalanced optimal transport and density control problems specifically for Gaussian distributions. This approach involves a control-theoretic dynamical extension, term…
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Researchers prove near-optimal cryptographic hardness for learning halfspaces under Gaussian distributions
Two new research papers explore the computational hardness of learning with halfspaces under Gaussian distributions. The first paper focuses on homogeneous halfspaces, proving near-optimal hardness results under the Lea…