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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

MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition ACL 2023
Unbalanced Optimal Transport for Unbalanced Word Alignment ACL 2023
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment ACL 2023
Event Process Typing via Hierarchical Optimal Transport AAAI 2023
Gaussian Processes on Distributions based on Regularized Optimal Transport AISTATS 2023
Sampling From a Schrödinger Bridge AISTATS 2023
Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning (Student Abstract) AAAI 2023
Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023
Cross-Modality Earth Mover’s Distance for Visible Thermal Person Re-identification AAAI 2023
Linear optimal partial transport embedding ICML 2023
Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes ICML 2023
Controlling Wasserstein Distances by Kernel Norms with Application to Compressive Statistical Learning JMLR 2023
Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023
Document-Level Event Argument Extraction via Optimal Transport ACL 2022
Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs ICML 2022
Exact Optimal Accelerated Complexity for Fixed-Point Iterations ICML 2022
Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method EMNLP 2022
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport EMNLP 2022
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance NIPS 2022
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference NIPS 2022
One-Inlier is First: Towards Efficient Position Encoding for Point Cloud Registration NIPS 2022
Unified Optimal Transport Framework for Universal Domain Adaptation NIPS 2022
Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport IJCAI 2022
Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss NIPS 2022
Optimal Efficiency-Envy Trade-Off via Optimal Transport NIPS 2022