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

When OT meets MoM: Robust estimation of Wasserstein Distance AISTATS 2021

Efficient constrained sampling via the mirror-Langevin algorithm NIPS 2021

Differentiable Particle Filtering via Entropy-Regularized Optimal Transport ICML 2021

A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters JMLR 2021

Learning Canonical View Representation for 3D Shape Recognition With Arbitrary Views ICCV 2021

SOMA: Solving Optical Marker-Based MoCap Automatically ICCV 2021

Learning from Nested Data with Ornstein Auto-Encoders ICML 2021

Sliced Iterative Normalizing Flows ICML 2021

Couplings for Multinomial Hamiltonian Monte Carlo AISTATS 2021

OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations CVPR 2021

Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed Self-Training ICML 2021

Semantic Transportation Prototypical Network for Few-Shot Intent Detection INTERSPEECH 2021

Cortical Surface Shape Analysis Based on Alexandrov Polyhedra ICCV 2021

OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport AAAI 2021

Testing Group Fairness via Optimal Transport Projections ICML 2021

Feedback Coding for Active Learning AISTATS 2021

Learning Graphons via Structured Gromov-Wasserstein Barycenters AAAI 2021

A Generalized Loss Function for Crowd Counting and Localization CVPR 2021

Multi-Proxy Wasserstein Classifier for Image Classification AAAI 2021

Hilbert Sinkhorn Divergence for Optimal Transport CVPR 2021

Automatic Text Evaluation through the Lens of Wasserstein Barycenters EMNLP 2021

A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance ICML 2021

Symmetric Wasserstein autoencoders UAI 2021

Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More ICML 2021

Generalized Spectral Clustering via Gromov-Wasserstein Learning AISTATS 2021