All about domain generalization
☆841Feb 25, 2025Updated last year
Alternatives and similar repositories for Domain-generalization
Users that are interested in Domain-generalization are comparing it to the libraries listed below
Sorting:
- DomainBed is a suite to test domain generalization algorithms☆1,599Dec 16, 2025Updated 2 months ago
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆252Dec 8, 2022Updated 3 years ago
- This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020☆167Mar 18, 2021Updated 4 years ago
- A collection of AWESOME things about domain adaptation☆5,407Dec 8, 2025Updated 2 months ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,416Nov 3, 2023Updated 2 years ago
- Domain Generalization with MixStyle (ICLR'21)☆317Oct 6, 2022Updated 3 years ago
- The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)☆147Jun 15, 2020Updated 5 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆149Mar 24, 2023Updated 2 years ago
- The demo code for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, htt…☆151Apr 17, 2019Updated 6 years ago
- Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.☆175Oct 3, 2023Updated 2 years ago
- Pytorch Implementation of Domain Generalization Using a Mixture of Multiple Latent Domains☆105Oct 30, 2021Updated 4 years ago
- This is the repo for the paper "Episodic Training for Domain Generalization" https://arxiv.org/abs/1902.00113☆57Jul 6, 2023Updated 2 years ago
- Unsupervised Domain Adaptation Papers and Code☆765Sep 18, 2021Updated 4 years ago
- 关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记☆1,237Dec 14, 2023Updated 2 years ago
- [ECCV 2020] Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization☆48Jun 22, 2022Updated 3 years ago
- Semi-supervised Domain Adaptation via Minimax Entropy☆308Oct 3, 2023Updated 2 years ago
- Reducing Domain Gap by Reducing Style Bias (SagNets)☆103Aug 1, 2021Updated 4 years ago
- Awesome things about domain generalization, including papers, code, etc.☆522Apr 16, 2025Updated 10 months ago
- code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…☆483Feb 22, 2024Updated 2 years ago
- ☆190Jul 1, 2021Updated 4 years ago
- Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials…☆14,281Feb 18, 2025Updated last year
- Code refactoring for paper "Domain Generalization with Adversarial Feature Learning" in VLCS datasets.☆57Dec 24, 2019Updated 6 years ago
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,870May 10, 2024Updated last year
- PyTorch code to run synthetic experiments.☆433Sep 8, 2021Updated 4 years ago
- Domain agnostic learning with disentangled representations☆147Dec 28, 2019Updated 6 years ago
- Implementation of Adversarial Domain Adaptation with Domain Mixup (AAAI 2020 Oral).☆164Jun 9, 2020Updated 5 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆124Dec 14, 2021Updated 4 years ago
- pytorch implementation for Contrastive Adaptation Network☆343Nov 1, 2020Updated 5 years ago
- (ICCV'19 Best Paper Nomination) Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation☆187Oct 24, 2019Updated 6 years ago
- ☆579Oct 7, 2022Updated 3 years ago
- Generalizing to unseen domains via distribution matching☆73Sep 2, 2020Updated 5 years ago
- Code for our ECCV paper -- "Learning to Balance Specificity and Invariance for In and Out of Domain Generalization"☆56Aug 24, 2020Updated 5 years ago
- ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization☆446May 20, 2021Updated 4 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Nov 4, 2020Updated 5 years ago
- Implementation and datasets for Efficient Domain Generalization via Common-Specific Low-Rank Decomposition (https://arxiv.org/abs/2003.12…☆53Jul 10, 2020Updated 5 years ago
- PyTorch implementation of Self-supervised Contrastive Regularization for DG (SelfReg) [ICCV2021]☆78Mar 6, 2022Updated 3 years ago
- Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018☆121Apr 24, 2020Updated 5 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆592Jan 26, 2024Updated 2 years ago
- A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.☆339May 15, 2021Updated 4 years ago