a collection of AWESOME things about Optimal Transport in Deep Learning
☆353May 11, 2024Updated 2 years ago
Alternatives and similar repositories for Awesome-Optimal-Transport-in-Deep-Learning
Users that are interested in Awesome-Optimal-Transport-in-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Optimal Transport in the Big Data Era☆118Nov 4, 2024Updated last year
- Keypoint-Guided Optimal Transport (NeurIPS 2022)☆25Aug 23, 2023Updated 2 years ago
- A self-made NeurIPS poster template, infused with the unique design style of ShanghaiTech.☆18Dec 26, 2023Updated 2 years ago
- Source code for the NeurIPS 2023 paper: "CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels"☆19Dec 11, 2023Updated 2 years ago
- Pytorch implementation of "Entropic Neural Optimal Transport via Diffusion Processes" (NeurIPS 2023, oral).☆44Mar 11, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT…☆15Feb 25, 2022Updated 4 years ago
- Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"☆52Sep 6, 2022Updated 3 years ago
- L. Chizat, G. Peyré, B. Schmitzer, F-X. Vialard. Scaling Algorithms for Unbalanced Transport Problems. Preprint Arxiv:1607.05816, 2016.☆43Jan 20, 2017Updated 9 years ago
- ☆17Sep 18, 2024Updated last year
- Pytorch implementation of Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation (CVPR'24)☆38Oct 3, 2025Updated 9 months ago
- Sinkhorn Barycenters via Frank-Wolfe algorithm☆26Feb 3, 2020Updated 6 years ago
- Ultrahyperbolic Representation Learning☆12Jul 5, 2020Updated 6 years ago
- Code for "Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance", NeurIPS 2022☆17Feb 11, 2023Updated 3 years ago
- A collection of state-of-the-art solvers for regularized optimal transport (OT) problems, implemented in efficient C++ code.☆22Apr 25, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code accompanying the NeurIPS 2019 paper "GOT: An Optimal Transport framework for Graph comparison"☆44Nov 17, 2023Updated 2 years ago
- ☆59Mar 23, 2025Updated last year
- Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport (Official Implementation)☆21May 3, 2024Updated 2 years ago
- PyTorch implementation of "Extremal Domain Translation with Neural Optimal Transport" (NeurIPS 2023)☆25Dec 24, 2024Updated last year
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆41Apr 27, 2023Updated 3 years ago
- Official implementation of 'P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering'. (Accepted by ICLR 2024)☆18Jun 24, 2026Updated 3 weeks ago
- Optimal Transport for Machine Learners☆80Updated this week
- ☆18Dec 14, 2021Updated 4 years ago
- Hierarchical Refinement: Optimal Transport to Infinity and Beyond☆20Sep 29, 2025Updated 9 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆55Apr 3, 2024Updated 2 years ago
- Official repository of the "Transformer Fusion with Optimal Transport" paper, published as a conference paper at ICLR 2024.☆31Apr 19, 2024Updated 2 years ago
- ManifoldNet Paper Implementation for SPD(n)☆11Nov 10, 2021Updated 4 years ago
- PhD Thesis☆36Oct 16, 2023Updated 2 years ago
- ☆15Jun 27, 2025Updated last year
- A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, col…☆35Feb 14, 2023Updated 3 years ago
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆49Mar 13, 2023Updated 3 years ago
- The material in this repository is about implementing the Normalizing Flows for single-cell data.☆23May 7, 2026Updated 2 months ago
- Neural Optimal Transport with Lagrangian Costs☆62Apr 14, 2026Updated 3 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A list of papers for group meeting☆20Jun 20, 2026Updated last month
- Published papers focusing on graph domain adaptation, with survey paper online as Domain Adaptation for Graph Representation Learning: Ch…☆56Apr 23, 2025Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆177Dec 14, 2023Updated 2 years ago
- (ICASSP'21/CVPR'21) Wasserstein Barycenter Transport☆32Aug 31, 2022Updated 3 years ago
- ☆14Jan 25, 2023Updated 3 years ago
- [CVPR 2023] The official repository of our paper "Upcycling Models under Domain and Category Shift"☆31Apr 27, 2025Updated last year
- Helper R scripts for multiple PERMANOVA tests, AICc script for PERMANOVA, etc.☆12Feb 26, 2024Updated 2 years ago