Optimal Transport

Cortical Surface Shape Analysis Based on Alexandrov Polyhedra ICCV 2021 Differentiable Particle Filtering via Entropy-Regularized Optimal Transport ICML 2021 Diffusion Earth Mover’s Distance and Distribution Embeddings ICML 2021 Dimensionality Reduction for Wasserstein Barycenter NeurIPS 2021 Entropy Partial Transport with Tree Metrics: Theory and Practice AISTATS 2021 Equitable and Optimal Transport with Multiple Agents AISTATS 2021 Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection AAAI 2021 Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence With Functional Maps CVPR 2021 First-Order Methods for Wasserstein Distributionally Robust MDP ICML 2021 Hilbert Sinkhorn Divergence for Optimal Transport CVPR 2021 Improving approximate optimal transport distances using quantization UAI 2021 Improving Gaussian mixture latent variable model convergence with Optimal Transport ACML 2021 Large-Scale Wasserstein Gradient Flows NeurIPS 2021 Learning Deep Generative Models for Queuing Systems AAAI 2021 Low-Rank Sinkhorn Factorization ICML 2021 MongeNet: Efficient Sampler for Geometric Deep Learning CVPR 2021 Moreau-Yosida f-divergences ICML 2021 On efficient multilevel Clustering via Wasserstein distances JMLR 2021 On Robust Optimal Transport: Computational Complexity and Barycenter Computation NeurIPS 2021 Optimal Transport for Deep Generative Models: State of the Art and Research Challenges IJCAI 2021 OTA: Optimal Transport Assignment for Object Detection CVPR 2021 OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations CVPR 2021 Outlier-Robust Optimal Transport ICML 2021 Projection Robust Wasserstein Barycenters ICML 2021 Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections NeurIPS 2021