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

Implanting LLM’s Knowledge via Reading Comprehension Tree for Toxicity Detection ACL 2024

Simulation-Free Schrödinger Bridges via Score and Flow Matching AISTATS 2024

Proving Linear Mode Connectivity of Neural Networks via Optimal Transport AISTATS 2024

Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024

Generalized Variational Inference via Optimal Transport AAAI 2024

Optimal Transport with Cyclic Symmetry AAAI 2024

Analysis of Kernel Mirror Prox for Measure Optimization AISTATS 2024

Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem NIPS 2024

Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction ACL 2024

Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR INTERSPEECH 2024

Policy Learning for Localized Interventions from Observational Data AISTATS 2024

Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024

OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection ACL 2024

Learning Geometry-Aware Representations for New Intent Discovery ACL 2024

Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification NIPS 2024

Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024

Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport AAAI 2024

Validating Climate Models with Spherical Convolutional Wasserstein Distance NIPS 2024

Double-Bounded Optimal Transport for Advanced Clustering and Classification AAAI 2024

Fast 1-Wasserstein distance approximations using greedy strategies AISTATS 2024

TSDS: Data Selection for Task-Specific Model Finetuning NIPS 2024

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