Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections

29 June 2021

Papers citing "Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections"

23 / 23 papers shown

Title
Metrics that matter: Evaluating image quality metrics for medical image generation Yash Deo Yan Jia T. Lassila William A. P. Smith T. Lawton Siyuan Kang Alejandro F. Frangi Ibrahim Habli 41 0 0 12 May 2025
Tree-Sliced Wasserstein Distance with Nonlinear Projection T. Tran Viet-Hoang Tran Thanh T. Chu Trang Pham Laurent El Ghaoui Tam Le T. Nguyen 19 0 0 02 May 2025
LaCoOT: Layer Collapse through Optimal Transport Victor Quétu Nour Hezbri Enzo Tartaglione 28 0 0 13 Jun 2024
A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams Rolando Kindelan Nunez Mircea Petrache Mauricio Cerda N. Hitschfeld-Kahler 27 1 0 22 Feb 2024
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates Rémi Leluc Aymeric Dieuleveut Franccois Portier Johan Segers Aigerim Zhuman 18 6 0 02 Feb 2024
SWAP: Sparse Entropic Wasserstein Regression for Robust Network Pruning Lei You Hei Victor Cheng 21 2 0 07 Oct 2023
Fast Optimal Transport through Sliced Wasserstein Generalized Geodesics Guillaume Mahey Laetitia Chapel Gilles Gasso Clément Bonet Nicolas Courty OT 16 3 0 04 Jul 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu Anthony L. Caterini J. E. T. Taylor G. Loaiza-Ganem EGVM 33 95 0 07 Jun 2023
Chain of Log-Concave Markov Chains Saeed Saremi Ji Won Park Francis R. Bach 19 7 0 31 May 2023
Convolutional Monge Mapping Normalization for learning on sleep data Théo Gnassounou Rémi Flamary Alexandre Gramfort OOD 22 0 0 30 May 2023
Speeding up Monte Carlo Integration: Control Neighbors for Optimal Convergence Rémi Leluc Franccois Portier Johan Segers Aigerim Zhuman 19 7 0 10 May 2023
Sliced Wasserstein Estimation with Control Variates Khai Nguyen Nhat Ho 24 11 0 30 Apr 2023
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? Anson Bastos Kuldeep Singh Abhishek Nadgeri Johannes Hoffart Toyotaro Suzumura Manish Singh 17 3 0 30 Jan 2023
Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes Marin Ballu Quentin Berthet 25 7 0 18 Nov 2022
Fast Approximation of the Generalized Sliced-Wasserstein Distance Dung D. Le Huy Nguyen Khai Nguyen Trang Nguyen Nhat Ho 18 1 0 19 Oct 2022
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances Sloan Nietert Ritwik Sadhu Ziv Goldfeld Kengo Kato 35 37 0 17 Oct 2022
Hierarchical Sliced Wasserstein Distance Khai Nguyen Tongzheng Ren Huy Nguyen Litu Rout T. Nguyen Nhat Ho 30 19 0 27 Sep 2022
k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension Ziv Goldfeld Kristjan Greenewald Theshani Nuradha Galen Reeves 31 0 0 17 Jun 2022
Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances Ruben Ohana Kimia Nadjahi A. Rakotomamonjy L. Ralaivola 13 6 0 07 Jun 2022
Central limit theorem for the Sliced 1-Wasserstein distance and the max-Sliced 1-Wasserstein distance Xianliang Xu Zhongyi Huang 19 4 0 29 May 2022
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution Khai Nguyen Nhat Ho 24 25 0 04 Apr 2022
On Numerical Considerations for Riemannian Manifold Hamiltonian Monte Carlo James A. Brofos Roy R. Lederman 11 8 0 19 Nov 2021
Efficient Gradient Flows in Sliced-Wasserstein Space Clément Bonet Nicolas Courty Franccois Septier Lucas Drumetz 31 21 0 21 Oct 2021