kilianFatras / JUMBOT
Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"
☆46Updated 2 years ago
Alternatives and similar repositories for JUMBOT:
Users that are interested in JUMBOT are comparing it to the libraries listed below
- Generalizing to unseen domains via distribution matching☆70Updated 4 years ago
- This repo contains the implementation of the Wasserstein Barycenter Transport proposed in "Wasserstein Barycenter Transport for Acoustic …☆30Updated 2 years ago
- Code for paper "Spherical space domain adaptation with pseudo label (CVPR 2020)" and "Unsupervised and Semi-supervised Robust Spherical S…☆62Updated last year
- PyTorch code for Uncertainty-guided Source-free Domain Adaptation☆36Updated 2 years ago
- A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, col…☆37Updated 2 years ago
- Code for the paper Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift☆37Updated 4 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆108Updated last year
- Universal Source-Free Domain Adaptation (CVPR 2020)☆17Updated 4 years ago
- Robust Domain Adaptation under Noisy Environments☆18Updated 2 years ago
- It is a repo which allows to compute all divergences derived from the theory of entropically regularized, unbalanced optimal transport. I…☆28Updated 2 years ago
- Implementation of Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation (ECCV 2020).☆70Updated 2 years ago
- repository for Universal Domain Adaptation through Self-supervision☆121Updated 4 years ago
- Code for our ECCV paper -- "Learning to Balance Specificity and Invariance for In and Out of Domain Generalization"☆55Updated 4 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆119Updated 3 years ago
- Robust Optimal Transport code☆42Updated 2 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Updated 3 years ago
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆40Updated last year
- Stochastic algorithms for computing Regularized Optimal Transport☆57Updated 6 years ago
- Source code for the NeurIPS 2022 Spotlight paper: "Unified Optimal Transport Framework for Universal Domain Adaptation"☆59Updated 2 years ago
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆101Updated 5 years ago
- This is the repository to reproduce the experiments of the IJCAI 2020 paper "Metric Learning in Optimal Transport for Domain Adaptation"☆22Updated 4 years ago
- Code and results accompanying our paper titled Domain Adaptation under Open Set Label Shift☆31Updated 2 years ago
- An unofficial PyTorch implementation for CVPR 2019 work "Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation"☆42Updated 5 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆85Updated 2 years ago
- Implementation and datasets for Efficient Domain Generalization via Common-Specific Low-Rank Decomposition (https://arxiv.org/abs/2003.12…☆51Updated 4 years ago
- Distributional Sliced-Wasserstein distance code☆49Updated 8 months ago
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Updated 2 years ago
- Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in fu…☆53Updated 3 years ago
- Learning Autoencoders with Relational Regularization☆46Updated 4 years ago
- [ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",☆68Updated 11 months ago