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

Progressive Entropic Optimal Transport Solvers NIPS 2024

Light Unbalanced Optimal Transport NIPS 2024

Analysis of Kernel Mirror Prox for Measure Optimization AISTATS 2024

Global and Local Prompts Cooperation via Optimal Transport for Federated Learning CVPR 2024

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024

Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024

FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning CVPR 2024

A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem NIPS 2024

Nonparametric Generative Modeling with Conditional Sliced-Wasserstein Flows ICML 2023

Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023

Recovery Bounds on Class-Based Optimal Transport: A Sum-of-Norms Regularization Framework ICML 2023

Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances ICML 2023

OT-Filter: An Optimal Transport Filter for Learning With Noisy Labels CVPR 2023

Action Matching: Learning Stochastic Dynamics from Samples ICML 2023

Pre-training for Speech Translation: CTC Meets Optimal Transport ICML 2023

Towards Explaining Distribution Shifts ICML 2023

Re-Basin via Implicit Sinkhorn Differentiation CVPR 2023

InfoOT: Information Maximizing Optimal Transport ICML 2023

Optimal Transport Minimization: Crowd Localization on Density Maps for Semi-Supervised Counting CVPR 2023

Meta Optimal Transport ICML 2023

COT: Unsupervised Domain Adaptation With Clustering and Optimal Transport CVPR 2023

MOT: Masked Optimal Transport for Partial Domain Adaptation CVPR 2023

Unbalanced Optimal Transport: A Unified Framework for Object Detection CVPR 2023

Characterizing Out-of-Distribution Error via Optimal Transport NIPS 2023

A linear time approximation of Wasserstein distance with word embedding selection EMNLP 2023