Embedding Empirical Distributions for Computing Optimal Transport Maps

24 April 2025

Papers citing "Embedding Empirical Distributions for Computing Optimal Transport Maps"

28 / 28 papers shown

Title
ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration Mengting Ai Tianxin Wei Yifan Chen Zhichen Zeng Ritchie Zhao G. Varatkar B. Rouhani Xianfeng Tang Hanghang Tong Jingrui He MoE 95 3 0 10 Mar 2025
OT-Transformer: A Continuous-time Transformer Architecture with Optimal Transport Regularization Kelvin Kan Xingjian Li Stanley Osher 156 2 0 30 Jan 2025
Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformers Doron Haviv Russell Z. Kunes Thomas Dougherty Cassandra Burdziak T. Nawy Anna Gilbert Dana Peér OT 90 7 0 15 Apr 2024
Convergence of flow-based generative models via proximal gradient descent in Wasserstein space Xiuyuan Cheng Jianfeng Lu Yixin Tan Yao Xie 199 19 0 26 Oct 2023
Transformer Fusion with Optimal Transport Moritz Imfeld Jacopo Graldi Marco Giordano Thomas Hofmann Sotiris Anagnostidis Sidak Pal Singh ViT MoMe 93 21 0 09 Oct 2023
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning Tri Dao LRM 120 1,332 0 17 Jul 2023
A Brief Review of Hypernetworks in Deep Learning Vinod Kumar Chauhan Jiandong Zhou Ping Lu Soheila Molaei David Clifton 129 106 0 12 Jun 2023
Flow Matching for Generative Modeling Y. Lipman Ricky T. Q. Chen Heli Ben-Hamu Maximilian Nickel Matt Le OOD 213 1,390 0 06 Oct 2022
GeONet: a neural operator for learning the Wasserstein geodesic Andrew Gracyk Xiaohui Chen OT 73 2 0 28 Sep 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 225 1,056 0 07 Sep 2022
Supervised Training of Conditional Monge Maps Charlotte Bunne Andreas Krause Marco Cuturi OT 143 65 0 28 Jun 2022
Meta Optimal Transport Brandon Amos Samuel N. Cohen Giulia Luise I. Redko OT 103 24 0 10 Jun 2022
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness Tri Dao Daniel Y. Fu Stefano Ermon Atri Rudra Christopher Ré VLM 269 2,289 0 27 May 2022
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nyström Method Yifan Chen Qi Zeng Heng Ji Yun Yang 66 51 0 29 Oct 2021
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings Sawsan Alqahtani Garima Lalwani Yi Zhang Salvatore Romeo Saab Mansour OT 65 25 0 06 Oct 2021
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark Alexander Korotin Lingxiao Li Aude Genevay Justin Solomon Alexander N. Filippov Evgeny Burnaev OT 167 89 0 03 Jun 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 252 4,313 0 01 Jan 2021
Distances between probability distributions of different dimensions Yuhan Cai Lek-Heng Lim UD OOD 85 50 0 01 Nov 2020
Rethinking Attention with Performers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Afroz Mohiuddin Lukasz Kaiser David Belanger Lucy J. Colwell Adrian Weller 186 1,604 0 30 Sep 2020
Linear Optimal Transport Embedding: Provable Wasserstein classification for certain rigid transformations and perturbations Caroline Moosmüller A. Cloninger OT 145 45 0 20 Aug 2020
Unsupervised Multilingual Alignment using Wasserstein Barycenter Jiale Han Kshitij Jain B. Cheng Pascal Poupart Xu Wang 58 25 0 28 Jan 2020
Are Transformers universal approximators of sequence-to-sequence functions? Chulhee Yun Srinadh Bhojanapalli A. S. Rawat Sashank J. Reddi Sanjiv Kumar 128 359 0 20 Dec 2019
Model Fusion via Optimal Transport Sidak Pal Singh Martin Jaggi MoMe FedML 131 241 0 12 Oct 2019
Optimal transport mapping via input convex neural networks Ashok Vardhan Makkuva Amirhossein Taghvaei Sewoong Oh Jason D. Lee OT 76 202 0 28 Aug 2019
Style Transfer by Relaxed Optimal Transport and Self-Similarity Nicholas I. Kolkin Jason Salavon Gregory Shakhnarovich 92 283 0 29 Apr 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 819 132,725 0 12 Jun 2017
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 88 569 0 24 May 2017
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 291 625 0 22 Sep 2016