Computational Optimal Transport

1 March 2018

Papers citing "Computational Optimal Transport"

50 / 326 papers shown

Title
Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering Lin Xi Weihai Chen Xingming Wu Zhong Liu Zhengguo Li VOS 26 9 0 21 Jun 2023
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark Nikita Gushchin Alexander Kolesov Petr Mokrov Polina Karpikova A. Spiridonov Evgeny Burnaev Alexander Korotin OT DiffM 55 15 0 16 Jun 2023
Minimum intrinsic dimension scaling for entropic optimal transport Austin J. Stromme 24 10 0 06 Jun 2023
Provable convergence guarantees for black-box variational inference Justin Domke Guillaume Garrigos Robert Mansel Gower 25 18 0 04 Jun 2023
Rectifying Group Irregularities in Explanations for Distribution Shift Adam Stein Yinjun Wu Eric Wong Mayur Naik 39 1 0 25 May 2023
Parameter Estimation in DAGs from Incomplete Data via Optimal Transport Vy Vo Trung Le L. Vuong He Zhao Edwin V. Bonilla Dinh Q. Phung OT 34 4 0 25 May 2023
Consistent Optimal Transport with Empirical Conditional Measures Piyushi Manupriya Rachit Keerti Das Sayantan Biswas S. Jagarlapudi OT 40 3 0 25 May 2023
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport Jaemoo Choi Jaewoong Choi Myung-joo Kang OT 46 19 0 24 May 2023
Joint Feature and Differentiable $k$ -NN Graph Learning using Dirichlet Energy Lei Xu Lei Chen Rong Wang Feiping Nie Xuelong Li 29 1 0 21 May 2023
Speeding up Monte Carlo Integration: Control Neighbors for Optimal Convergence Rémi Leluc Franccois Portier Johan Segers Aigerim Zhuman 30 7 0 10 May 2023
The geometry of financial institutions -- Wasserstein clustering of financial data Lorenz Riess Mathias Beiglbock J. Temme Andreas Wolf Julio Backhoff 12 2 0 05 May 2023
IMP: Iterative Matching and Pose Estimation with Adaptive Pooling Fei Xue Ignas Budvytis R. Cipolla 41 13 0 28 Apr 2023
Energy-Based Sliced Wasserstein Distance Khai Nguyen Nhat Ho 30 21 0 26 Apr 2023
An Asynchronous Decentralized Algorithm for Wasserstein Barycenter Problem Chao Zhang Hui Qian Jiahao Xie 12 1 0 23 Apr 2023
Editable User Profiles for Controllable Text Recommendation Sheshera Mysore Mahmood Jasim Andrew McCallum Hamed Zamani 17 16 0 09 Apr 2023
Optimal Transport for Correctional Learning Rebecka Winqvist Inês Lourenço Francesco Quinzan C. Rojas B. Wahlberg OT 18 0 0 04 Apr 2023
Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling Stefano Peluchetti OT DiffM 24 49 0 03 Apr 2023
Applications of No-Collision Transportation Maps in Manifold Learning Elisa Negrini L. Nurbekyan OT 26 4 0 01 Apr 2023
Diffusion Schrödinger Bridge Matching Yuyang Shi Valentin De Bortoli Andrew Campbell Arnaud Doucet DiffM OT 67 70 0 29 Mar 2023
Optimal transport and Wasserstein distances for causal models Patrick Cheridito Stephan Eckstein OT 40 7 0 24 Mar 2023
Optimal Transport for Offline Imitation Learning Yicheng Luo Zhengyao Jiang Samuel N. Cohen Edward Grefenstette M. Deisenroth OffRL 43 26 0 24 Mar 2023
Light Unbalanced Optimal Transport Milena Gazdieva Arip Asadulaev Alexander Korotin Evgeny Burnaev OT 36 1 0 14 Mar 2023
Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem Xavier Aramayo Carrasco Maksim Nekrashevich Petr Mokrov Evgeny Burnaev Alexander Korotin OT 45 5 0 10 Mar 2023
Entropic Wasserstein Component Analysis Antoine Collas Titouan Vayer Rémi Flamary A. Breloy 24 1 0 09 Mar 2023
StyleDiff: Attribute Comparison Between Unlabeled Datasets in Latent Disentangled Space Keisuke Kawano Takuro Kutsuna Ryoko Tokuhisa Akihiro Nakamura Yasushi Esaki 33 0 0 09 Mar 2023
Aligned Diffusion Schrödinger Bridges Vignesh Ram Somnath Matteo Pariset Ya-Ping Hsieh María Rodríguez Martínez Andreas Krause Charlotte Bunne DiffM 119 32 0 22 Feb 2023
Optimal Transport for Change Detection on LiDAR Point Clouds M. Fiorucci Peter Naylor M. Yamada 3DPC 35 1 0 14 Feb 2023
HateProof: Are Hateful Meme Detection Systems really Robust? Piush Aggarwal Pranit Chawla Mithun Das Punyajoy Saha Binny Mathew Torsten Zesch Animesh Mukherjee AAML 37 8 0 11 Feb 2023
The Monge Gap: A Regularizer to Learn All Transport Maps Théo Uscidda Marco Cuturi OT 55 27 0 09 Feb 2023
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection Louis Ohl Pierre-Alexandre Mattei C. Bouveyron Mickael Leclercq Arnaud Droit F. Precioso VLM 8 2 0 07 Feb 2023
Robust Estimation under the Wasserstein Distance Sloan Nietert Rachel Cummings Ziv Goldfeld 36 4 0 02 Feb 2023
Transport with Support: Data-Conditional Diffusion Bridges Ella Tamir Martin Trapp Arno Solin DiffM OT 28 7 0 31 Jan 2023
Extremal Domain Translation with Neural Optimal Transport Milena Gazdieva Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 40 11 0 30 Jan 2023
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport Jianheng Tang Jiexia Ye Jiajin Li Kangfei Zhao Fugee Tsung Jia Li OT 20 19 0 30 Jan 2023
Personalised Federated Learning On Heterogeneous Feature Spaces A. Rakotomamonjy Maxime Vono H. M. Ruiz L. Ralaivola FedML 20 8 0 26 Jan 2023
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case Aram-Alexandre Pooladian Vincent Divol Jonathan Niles-Weed OT 27 20 0 26 Jan 2023
Arcade Processes for Informed Martingale Interpolation G. Kassis A. Macrina 8 0 0 14 Jan 2023
Sliced Optimal Partial Transport Yikun Bai Bernhard Schmitzer Matthew Thorpe Soheil Kolouri OT 29 20 0 15 Dec 2022
Progressive Multi-resolution Loss for Crowd Counting Ziheng Yan Yuankai Qi Guorong Li Xinyan Liu Weigang Zhang Qingming Huang Ming-Hsuan Yang 26 10 0 08 Dec 2022
G-MSM: Unsupervised Multi-Shape Matching with Graph-based Affinity Priors Marvin Eisenberger Aysim Toker Laura Leal-Taixé Daniel Cremers 26 5 0 06 Dec 2022
Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels Antonio Candelieri Andrea Ponti Francesco Archetti 14 1 0 02 Dec 2022
NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction Bin Tan Nan Xue Tianfu Wu Guisong Xia 35 15 0 30 Nov 2022
Taming Hyperparameter Tuning in Continuous Normalizing Flows Using the JKO Scheme Alexander Vidal Samy Wu Fung Luis Tenorio Stanley Osher L. Nurbekyan 35 15 0 30 Nov 2022
Moment-SoS Methods for Optimal Transport Problems Olga Mula A. Nouy OT 18 9 0 19 Nov 2022
Unbalanced Optimal Transport, from Theory to Numerics Thibault Séjourné Gabriel Peyré Franccois-Xavier Vialard OT 30 48 0 16 Nov 2022
Scalable multi-class sampling via filtered sliced optimal transport Corentin Salaün Iliyan Georgiev Hans-Peter Seidel Gurprit Singh 30 21 0 08 Nov 2022
Entropic Neural Optimal Transport via Diffusion Processes Nikita Gushchin Alexander Kolesov Alexander Korotin Dmitry Vetrov Evgeny Burnaev OT DiffM 42 37 0 02 Nov 2022
Geodesic Sinkhorn for Fast and Accurate Optimal Transport on Manifolds G. Huguet Alexander Tong María Ramos Zapatero Christopher J. Tape Guy Wolf Smita Krishnaswamy OT 9 7 0 02 Nov 2022
Meta-Learning for Unsupervised Outlier Detection with Optimal Transport Prabhant Singh Joaquin Vanschoren OOD 33 3 0 01 Nov 2022
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport Kelly Marchisio Ali Saad-Eldin Kevin Duh Carey Priebe Philipp Koehn OT 35 7 0 25 Oct 2022