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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

An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024
On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks JMLR 2024
Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NIPS 2024
Wasserstein Proximal Coordinate Gradient Algorithms JMLR 2024
TSDS: Data Selection for Task-Specific Model Finetuning NIPS 2024
Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports COLING 2024
Lifelong Event Detection via Optimal Transport EMNLP 2024
Lower Complexity Adaptation for Empirical Entropic Optimal Transport JMLR 2024
Rethinking Score Distillation as a Bridge Between Image Distributions NIPS 2024
Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks EMNLP 2024
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem NIPS 2024
Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces NIPS 2024
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection ACL 2024
InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment COLING 2024
Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024
Improving Unsupervised Neural Machine Translation via Training Data Self-Correction COLING 2024
Non-geodesically-convex optimization in the Wasserstein space NIPS 2024
A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem NIPS 2024
Document Alignment based on Overlapping Fixed-Length Segments ACL 2024
Minimum Entropy Coupling with Bottleneck NIPS 2024
Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification NIPS 2024
Transport-based Counterfactual Models JMLR 2024
Implanting LLM’s Knowledge via Reading Comprehension Tree for Toxicity Detection ACL 2024
Learning Geometry-Aware Representations for New Intent Discovery ACL 2024