10 citations · 21 across the 7 of their papers we have counts for
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stat.ML2022★ 2 cited
Sampling with Mollified Interaction Energy Descent
Lingxiao Li, Qiang Liu, Anna Korba +2
Sampling from a target measure whose density is only known up to a normalization constant is a fundamental problem in computational statistics and machine learning. In this paper,…
stat.ML2022★ 10 cited
Rectified Flow: A Marginal Preserving Approach to Optimal Transport
Qiang Liu
We present a flow-based approach to the optimal transport (OT) problem between two continuous distributions on , of minimizing a transport cost $\mathbb{E}[…