conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Optimal Transport

14 papers

Papers per year

1
1
3
1
2
4
1
1

Papers

SCOUT: Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification ACL 2026
LBM: Latent Bridge Matching for Fast Image-to-Image Translation ICCV 2025
Parametric model reduction of mean-field and stochastic systems via higher-order action matching NIPS 2024
Unscrambling disease progression at scale: fast inference of event permutations with optimal transport NIPS 2024
Your contrastive learning problem is secretly a distribution alignment problem NIPS 2024
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection ACL 2024
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models NIPS 2023
Evaluating and reducing the distance between synthetic and real speech distributions INTERSPEECH 2023
Multimodal Learning Using Optimal Transport for Sarcasm and Humor Detection WACV 2022
Unbalanced Sobolev Descent NIPS 2020
Word Rotator’s Distance EMNLP 2020
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains EMNLP 2020
Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018
Optimal spectral transportation with application to music transcription NIPS 2016