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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

Optimal Transport with Tempered Exponential Measures AAAI 2024
Gradual Domain Adaptation: Theory and Algorithms JMLR 2024
Understanding Entropic Regularization in GANs JMLR 2024
Your contrastive learning problem is secretly a distribution alignment problem NIPS 2024
On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods AAAI 2024
Adaptive Softassign via Hadamard-Equipped Sinkhorn CVPR 2024
Topological Node2vec: Enhanced Graph Embedding via Persistent Homology JMLR 2024
Bridge the Modality and Capability Gaps in Vision-Language Model Selection NIPS 2024
Dynamic Conditional Optimal Transport through Simulation-Free Flows NIPS 2024
FairCLIP: Harnessing Fairness in Vision-Language Learning CVPR 2024
Consistent Optimal Transport with Empirical Conditional Measures AISTATS 2024
A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem AAAI 2024
Categorical Flow Matching on Statistical Manifolds NIPS 2024
Learning Ultrametric Trees for Optimal Transport Regression AAAI 2024
Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation CVPR 2024
InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment COLING 2024
Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024
On the Convergence of Projected Alternating Maximization for Equitable and Optimal Transport JMLR 2024
Functional optimal transport: regularized map estimation and domain adaptation for functional data JMLR 2024
Optimal Transport for Measures with Noisy Tree Metric AISTATS 2024
Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport JMLR 2024
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024
Multimodal Event Causality Reasoning with Scene Graph Enhanced Interaction Network AAAI 2024
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NIPS 2024
Interaction-Force Transport Gradient Flows NIPS 2024