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sinkhorn algorithm

72 papers

SINKHORN

Papers

On Unbalanced Optimal Transport: Gradient Methods, Sparsity and Approximation Error JMLR 2023 Rethinking Initialization of the Sinkhorn Algorithm AISTATS 2023 Unsupervised Deep Probabilistic Approach for Partial Point Cloud Registration CVPR 2023 A Unified Framework for Implicit Sinkhorn Differentiation CVPR 2022 Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity ICML 2022 Computing Wasserstein-p Distance Between Images With Linear Cost CVPR 2022 Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022 Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe AISTATS 2022 Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NeurIPS 2022 Learning Revenue-Maximizing Auctions With Differentiable Matching AISTATS 2022 Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport AISTATS 2022 On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity AISTATS 2022 On the Complexity of Approximating Multimarginal Optimal Transport JMLR 2022 On the Efficiency of Entropic Regularized Algorithms for Optimal Transport JMLR 2022 Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition NeurIPS 2022 Optimal transport with f-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022 Robust computation of optimal transport by $β$-potential regularization ACML 2022 Sinkformers: Transformers with Doubly Stochastic Attention AISTATS 2022 SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning NeurIPS 2022 Computationally Efficient Wasserstein Loss for Structured Labels EACL 2021 Low-Rank Sinkhorn Factorization ICML 2021 On Robust Optimal Transport: Computational Complexity and Barycenter Computation NeurIPS 2021 POT: Python Optimal Transport JMLR 2021 COT-GAN: Generating Sequential Data via Causal Optimal Transport NeurIPS 2020 Debiased Sinkhorn barycenters ICML 2020