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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

Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023
Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport ICCV 2023
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 ACL 2023
Controlling Wasserstein Distances by Kernel Norms with Application to Compressive Statistical Learning JMLR 2023
Re:PolyWorld - A Graph Neural Network for Polygonal Scene Parsing ICCV 2023
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport ACL 2023
Demonstration-free Autonomous Reinforcement Learning via Implicit and Bidirectional Curriculum ICML 2023
Generalized Sum Pooling for Metric Learning ICCV 2023
Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs NIPS 2023
TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection AAAI 2023
Enhancing Minority Classes by Mixing: An Adaptative Optimal Transport Approach for Long-tailed Classification NIPS 2023
Accelerating Motion Planning via Optimal Transport NIPS 2023
Latent Processes Identification From Multi-View Time Series IJCAI 2023
Markovian Sliced Wasserstein Distances: Beyond Independent Projections NIPS 2023
Group Sparse Optimal Transport for Sparse Process Flexibility Design IJCAI 2023
Dynamic Flows on Curved Space Generated by Labeled Data IJCAI 2023
AutoML for Outlier Detection with Optimal Transport Distances IJCAI 2023
Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources NIPS 2023
Realistic Cell Type Annotation and Discovery for Single-cell RNA-seq Data IJCAI 2023
Deep Momentum Multi-Marginal Schrödinger Bridge NIPS 2023
A Combinatorial Algorithm for Approximating the Optimal Transport in the Parallel and MPC Settings NIPS 2023
Characterizing Out-of-Distribution Error via Optimal Transport NIPS 2023
Globally solving the Gromov-Wasserstein problem for point clouds in low dimensional Euclidean spaces NIPS 2023
Coupled Point Process-based Sequence Modeling for Privacy-preserving Network Alignment IJCAI 2023
Instance-Dependent Generalization Bounds via Optimal Transport JMLR 2023