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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

Lower Complexity Adaptation for Empirical Entropic Optimal Transport JMLR 2024
Fairness in Social Influence Maximization via Optimal Transport NIPS 2024
Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks EMNLP 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference NIPS 2024
Approximate Algorithms for k-Sparse Wasserstein Barycenter with Outliers IJCAI 2024
Transport-based Counterfactual Models JMLR 2024
Lifelong Event Detection via Optimal Transport EMNLP 2024
Global and Local Prompts Cooperation via Optimal Transport for Federated Learning CVPR 2024
Soft-constrained Schrödinger Bridge: a Stochastic Control Approach AISTATS 2024
Temporal Domain Generalization via Learning Instance-level Evolving Patterns IJCAI 2024
Implanting LLM’s Knowledge via Reading Comprehension Tree for Toxicity Detection ACL 2024
Analysis of Kernel Mirror Prox for Measure Optimization AISTATS 2024
Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection AAAI 2024
Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024
Importance Matching Lemma for Lossy Compression with Side Information AISTATS 2024
Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction ACL 2024
Vector Quantile Regression on Manifolds AISTATS 2024
Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NIPS 2024
Document Alignment based on Overlapping Fixed-Length Segments ACL 2024
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection ACL 2024
Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024
Double-Bounded Optimal Transport for Advanced Clustering and Classification AAAI 2024
Light Unbalanced Optimal Transport NIPS 2024
Rethinking Score Distillation as a Bridge Between Image Distributions NIPS 2024
Multiple-output composite quantile regression through an optimal transport lens COLT 2024