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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

Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding ICCV 2021
Some Theoretical Insights into Wasserstein GANs JMLR 2021
Making transport more robust and interpretable by moving data through a small number of anchor points ICML 2021
Statistical Regeneration Guarantees of the Wasserstein Autoencoder with Latent Space Consistency NIPS 2021
Vocabulary Learning via Optimal Transport for Neural Machine Translation ACL 2021
Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence With Functional Maps CVPR 2021
Large-Scale Wasserstein Gradient Flows NIPS 2021
Modality-Agnostic Topology Aware Localization NIPS 2021
Score-based Generative Neural Networks for Large-Scale Optimal Transport NIPS 2021
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021
Fast and Smooth Interpolation on Wasserstein Space AISTATS 2021
Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021
Self-Point-Flow: Self-Supervised Scene Flow Estimation From Point Clouds With Optimal Transport and Random Walk CVPR 2021
Stylized Neural Painting CVPR 2021
Two-Sided Wasserstein Procrustes Analysis IJCAI 2021
Projection Robust Wasserstein Barycenters ICML 2021
StickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks CVPR 2021
Flow-based Alignment Approaches for Probability Measures in Different Spaces AISTATS 2021
Wasserstein barycenters can be computed in polynomial time in fixed dimension JMLR 2021
POT: Python Optimal Transport JMLR 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport IJCAI 2021
Vocabulary Learning via Optimal Transport for Neural Machine Translation IJCNLP 2021
Unleash GPT-2 Power for Event Detection IJCNLP 2021
An Information-Geometric Distance on the Space of Tasks ICML 2021
Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection AAAI 2021