kilianFatras / JUMBOTLinks
Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"
☆47Updated 3 years ago
Alternatives and similar repositories for JUMBOT
Users that are interested in JUMBOT are comparing it to the libraries listed below
Sorting:
- Generalizing to unseen domains via distribution matching☆72Updated 5 years ago
- Code for paper "Spherical space domain adaptation with pseudo label (CVPR 2020)" and "Unsupervised and Semi-supervised Robust Spherical S…☆63Updated 2 years ago
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆105Updated 5 years ago
- (ICASSP'21/CVPR'21) Wasserstein Barycenter Transport☆30Updated 3 years ago
- PyTorch code for Uncertainty-guided Source-free Domain Adaptation☆35Updated 3 years ago
- Robust Domain Adaptation under Noisy Environments☆18Updated 3 years ago
- A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, col…☆36Updated 2 years ago
- Implementation of DeepJDOT in Keras☆63Updated 6 years ago
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆42Updated 2 years ago
- Implementation of Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation (ECCV 2020).☆73Updated 3 years ago
- repository for Universal Domain Adaptation through Self-supervision☆124Updated 4 years ago
- code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"☆123Updated 2 years ago
- Code for the paper Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift☆38Updated 5 years ago
- Official code for the CVPR 2021 paper "FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation"☆65Updated 3 years ago
- Universal Source-Free Domain Adaptation (CVPR 2020)☆17Updated 5 years ago
- Code and results accompanying our paper titled Domain Adaptation under Open Set Label Shift☆31Updated 2 years ago
- Code for our ECCV paper -- "Learning to Balance Specificity and Invariance for In and Out of Domain Generalization"☆56Updated 5 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Updated 3 years ago
- Pytorch code for “Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment ” (DRMEA) (AAAI 2020).☆32Updated 5 years ago
- Source code for the NeurIPS 2022 Spotlight paper: "Unified Optimal Transport Framework for Universal Domain Adaptation"☆61Updated 2 years ago
- [ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",☆70Updated last year
- Domain Generalization via Entropy Regularization, NeurIPS'20☆66Updated 4 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆148Updated 2 years ago
- Joint distribution optimal transportation for domain adaptation☆102Updated 7 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆110Updated 2 years ago
- The Pytorch implementation for "Uncertainty-guided Model Generalization to Unseen Domains" (CVPR 2021)☆22Updated 3 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆122Updated 3 years ago
- Official Implementation of "Domain Specific Batch Normalization for Unsupervised Domain Adaptation (CVPR2019)"☆159Updated last year
- [ICML 2020] Continuously Indexed Domain Adaptation☆119Updated 3 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆88Updated 3 years ago