Generating Synthetic Datasets by Interpolating along Generalized Geodesics

12 June 2023

Papers citing "Generating Synthetic Datasets by Interpolating along Generalized Geodesics"

15 / 15 papers shown

Title
A primer on optimal transport for causal inference with observational data Florian F Gunsilius OT CML 73 0 0 10 Mar 2025
Analyzing Quality, Bias, and Performance in Text-to-Image Generative Models Nila Masrourisaadat Nazanin Sedaghatkish Fatemeh Sarshartehrani Edward A. Fox 37 6 0 28 Jun 2024
Extended Flow Matching: a Method of Conditional Generation with Generalized Continuity Equation Noboru Isobe Masanori Koyama Jinzhe Zhang Kohei Hayashi Kenji Fukumizu 37 10 0 29 Feb 2024
Wasserstein Geodesic Generator for Conditional Distributions Young-geun Kim Kyungbok Lee Youngwon Choi Joong-Ho Won M. Paik 16 4 0 20 Aug 2023
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics Jiacheng Zhu Jielin Qiu Aritra Guha Zhuolin Yang X. Nguyen Bo-wen Li Ding Zhao OOD 21 2 0 04 Feb 2023
Dynamic Flows on Curved Space Generated by Labeled Data Xinru Hua Truyen V. Nguyen Tam Le Jose H. Blanchet Viet Anh Nguyen 25 9 0 31 Jan 2023
Tangential Wasserstein Projections F. Gunsilius Meng Hsuan Hsieh Myung Jin Lee 24 3 0 29 Jul 2022
Neural Optimal Transport with General Cost Functionals Arip Asadulaev Alexander Korotin Vage Egiazarian Petr Mokrov Evgeny Burnaev OT 78 32 0 30 May 2022
Neural Optimal Transport Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 124 88 0 28 Jan 2022
Variational Wasserstein gradient flow JiaoJiao Fan Qinsheng Zhang Amirhossein Taghvaei Yongxin Chen 68 54 0 04 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 281 7,434 0 11 Nov 2021
Generative Modeling with Optimal Transport Maps Litu Rout Alexander Korotin Evgeny Burnaev OT DiffM 119 65 0 06 Oct 2021
Entropic estimation of optimal transport maps Aram-Alexandre Pooladian Jonathan Niles-Weed OT 74 105 0 24 Sep 2021
Neural Monge Map estimation and its applications JiaoJiao Fan Shu Liu Shaojun Ma Haomin Zhou Yongxin Chen OT 22 23 0 07 Jun 2021
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 70 194 0 07 Feb 2020