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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

Deep Generalized Schrödinger Bridge NIPS 2022
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation NIPS 2022
Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NIPS 2022
Low-rank Optimal Transport: Approximation, Statistics and Debiasing NIPS 2022
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition NIPS 2022
Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints NIPS 2022
Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions NIPS 2022
Hierarchical Optimal Transport for Comparing Histopathology Datasets MIDL 2022
On the Efficiency of Entropic Regularized Algorithms for Optimal Transport JMLR 2022
Partial Wasserstein Covering AAAI 2022
From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs AAAI 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection AACL 2022
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning ACL 2022
TO-FLOW: Efficient Continuous Normalizing Flows With Temporal Optimization Adjoint With Moving Speed CVPR 2022
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering CVPR 2022
Project and Forget: Solving Large-Scale Metric Constrained Problems JMLR 2022
Optimal Correction Cost for Object Detection Evaluation CVPR 2022
Convergence Rates for Gaussian Mixtures of Experts JMLR 2022
Adversarial Classification: Necessary Conditions and Geometric Flows JMLR 2022
Normalized Contrastive Learning for Text-Video Retrieval EMNLP 2022
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping EMNLP 2022
Orthogonal Gromov-Wasserstein discrepancy with efficient lower bound UAI 2022
Distributional Convergence of the Sliced Wasserstein Process NIPS 2022
Distributionally Robust Optimization with Data Geometry NIPS 2022
Optimal Transport of Classifiers to Fairness NIPS 2022