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Optimal Transport

367 directly classified papers

Papers per year

Papers

Asymptotics of smoothed Wasserstein distances in the small noise regime NIPS 2022
Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints NIPS 2022
Learning Chaotic Dynamics in Dissipative Systems NIPS 2022
Generating Temporally-ordered Event Sequences via Event Optimal Transport COLING 2022
Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022
Wasserstein Iterative Networks for Barycenter Estimation NIPS 2022
Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NIPS 2022
Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022
Text Style Transfer via Optimal Transport NAACL 2022
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport EMNLP 2022
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? NIPS 2022
A Unified Framework for Implicit Sinkhorn Differentiation CVPR 2022
Computing Wasserstein-p Distance Between Images With Linear Cost CVPR 2022
Template based Graph Neural Network with Optimal Transport Distances NIPS 2022
Wasserstein $K$-means for clustering probability distributions NIPS 2022
Deep Generalized Schrödinger Bridge NIPS 2022
Optimal Tensor Transport AAAI 2022
fGOT: Graph Distances Based on Filters and Optimal Transport AAAI 2022
GAR: Generalized Autoregression for Multi-Fidelity Fusion NIPS 2022
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport NIPS 2022
MongeNet: Efficient Sampler for Geometric Deep Learning CVPR 2021
Low-Rank Sinkhorn Factorization ICML 2021
OTA: Optimal Transport Assignment for Object Detection CVPR 2021
OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations CVPR 2021
Hilbert Sinkhorn Divergence for Optimal Transport CVPR 2021