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Yanlei Zhang

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Graph topological property recovery with heat and wave dynamics-based features on graphs

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Sep 19, 2023
Dhananjay Bhaskar, Yanlei Zhang, Charles Xu, Xingzhi Sun, Oluwadamilola Fasina, Guy Wolf, Maximilian Nickel, Michael Perlmutter, Smita Krishnaswamy

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Simulation-free Schrödinger bridges via score and flow matching

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Jul 07, 2023
Alexander Tong, Nikolay Malkin, Kilian Fatras, Lazar Atanackovic, Yanlei Zhang, Guillaume Huguet, Guy Wolf, Yoshua Bengio

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Neural FIM for learning Fisher Information Metrics from point cloud data

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Jun 12, 2023
Oluwadamilola Fasina, Guillaume Huguet, Alexander Tong, Yanlei Zhang, Guy Wolf, Maximilian Nickel, Ian Adelstein, Smita Krishnaswamy

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A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

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May 30, 2023
Guillaume Huguet, Alexander Tong, Edward De Brouwer, Yanlei Zhang, Guy Wolf, Ian Adelstein, Smita Krishnaswamy

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Conditional Flow Matching: Simulation-Free Dynamic Optimal Transport

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Feb 01, 2023
Alexander Tong, Nikolay Malkin, Guillaume Huguet, Yanlei Zhang, Jarrid Rector-Brooks, Kilian Fatras, Guy Wolf, Yoshua Bengio

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