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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

An Optimal Transport View for Subspace Clustering and Spectral Clustering AAAI 2024
Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation AAAI 2024
Adversarial Schrödinger Bridge Matching NIPS 2024
Structured Transforms Across Spaces with Cost-Regularized Optimal Transport AISTATS 2024
Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation AAAI 2024
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling AAAI 2024
Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm AISTATS 2024
Policy Learning for Localized Interventions from Observational Data AISTATS 2024
Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR INTERSPEECH 2024
Unscrambling disease progression at scale: fast inference of event permutations with optimal transport NIPS 2024
Breaking isometric ties and introducing priors in Gromov-Wasserstein distances AISTATS 2024
Parametric model reduction of mean-field and stochastic systems via higher-order action matching NIPS 2024
Semidefinite Relaxations of the Gromov-Wasserstein Distance NIPS 2024
Simulation-Free Schrödinger Bridges via Score and Flow Matching AISTATS 2024
One2Set + Large Language Model: Best Partners for Keyphrase Generation EMNLP 2024
Proving Linear Mode Connectivity of Neural Networks via Optimal Transport AISTATS 2024
Multi-Prototype Space Learning for Commonsense-Based Scene Graph Generation AAAI 2024
Pushing the Limits of Zero-shot End-to-End Speech Translation ACL 2024
Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024
Fast 1-Wasserstein distance approximations using greedy strategies AISTATS 2024
Generalized Variational Inference via Optimal Transport AAAI 2024
Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation WACV 2024
Optimal Transport with Tempered Exponential Measures AAAI 2024
Gradual Domain Adaptation: Theory and Algorithms JMLR 2024
Understanding Entropic Regularization in GANs JMLR 2024