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optimal transport

945 papers

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Also known as

OPT MOT OT AOT UOT

Co-occurring keywords

wasserstein distance (417) domain adaptation (4578) sinkhorn algorithm (63) entropic regularization (53) generative model (2889) unsupervised learning (3255) generative adversarial network (1939) wasserstein barycenter (46) representation learning (6174) probability distribution (265)

Papers

Quantifying the Empirical Wasserstein Distance to a Set of Measures: Beating the Curse of Dimensionality NIPS 2020
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling NIPS 2020
Regularized Wasserstein Means for Aligning Distributional Data AAAI 2020
ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations AISTATS 2020
AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection NIPS 2020
Geometric Dataset Distances via Optimal Transport NIPS 2020
Joint Partial Optimal Transport for Open Set Domain Adaptation IJCAI 2020
Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm NIPS 2020
Wasserstein Style Transfer AISTATS 2020
Learning the Geometry of Wave-Based Imaging NIPS 2020
Context Mover’s Distance & Barycenters: Optimal Transport of Contexts for Building Representations AISTATS 2020
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup ICML 2020
Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning AAAI 2020
Gromov-Wasserstein Factorization Models for Graph Clustering AAAI 2020
Healing Products of Gaussian Process Experts ICML 2020
How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization ICML 2020
Enhanced Transport Distance for Unsupervised Domain Adaptation CVPR 2020
Spread Divergence ICML 2020
Synchronizing Probability Measures on Rotations via Optimal Transport CVPR 2020
DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers CVPR 2020
Fast Unbalanced Optimal Transport on a Tree NIPS 2020
Projection Robust Wasserstein Distance and Riemannian Optimization NIPS 2020
Stochastic Optimization for Regularized Wasserstein Estimators ICML 2020
Semantic Correspondence as an Optimal Transport Problem CVPR 2020
Scalable Nearest Neighbor Search for Optimal Transport ICML 2020