biomedia-mira / masfView external linksLinks
Domain Generalization via Model-Agnostic Learning of Semantic Features
☆149Mar 24, 2023Updated 2 years ago
Alternatives and similar repositories for masf
Users that are interested in masf are comparing it to the libraries listed below
Sorting:
- This is the repo for the paper "Episodic Training for Domain Generalization" https://arxiv.org/abs/1902.00113☆57Jul 6, 2023Updated 2 years ago
- The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)☆147Jun 15, 2020Updated 5 years ago
- All about domain generalization☆841Feb 25, 2025Updated 11 months ago
- This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020☆167Mar 18, 2021Updated 4 years ago
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆252Dec 8, 2022Updated 3 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
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Nov 4, 2020Updated 5 years ago
- [ECCV 2020] Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization☆48Jun 22, 2022Updated 3 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
- Domain Generalization via Entropy Regularization, NeurIPS'20☆68Dec 1, 2020Updated 5 years ago
- Code for ICML2020 "Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation"☆91Mar 17, 2021Updated 4 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,598Dec 16, 2025Updated 2 months ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆116Mar 24, 2023Updated 2 years ago
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆265Apr 1, 2021Updated 4 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆133Aug 5, 2020Updated 5 years ago
- Code for the MICCAI DART 2020 paper☆32Aug 2, 2021Updated 4 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆351Apr 12, 2020Updated 5 years ago
- Pytorch Code release for our NeurIPS paper "Multi-source Domain Adaptation for Semantic Segmentation"☆175Aug 29, 2020Updated 5 years ago
- Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020☆150Dec 29, 2021Updated 4 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆65Jul 1, 2020Updated 5 years ago
- Domain Generalization with MixStyle (ICLR'21)☆317Oct 6, 2022Updated 3 years ago
- ☆15Nov 15, 2017Updated 8 years ago
- Feature-Critic Networks for Heterogeneous Domain Generalisation☆55May 14, 2019Updated 6 years ago
- Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)☆81Oct 3, 2023Updated 2 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
- Code release for Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering (CVPR2020-Oral).☆82Apr 20, 2022Updated 3 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
- (ICCV'19 Best Paper Nomination) Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation☆187Oct 24, 2019Updated 6 years ago
- implement for paper Rethinking Domain Adaptation Blending target Domain Adaptation by Adversarial Meta Adaptation Network☆38Mar 12, 2019Updated 6 years ago
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆107Jun 20, 2022Updated 3 years ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆50Jun 5, 2023Updated 2 years ago
- "Unified Deep Supervised Domain Adaptation and Generalization" (ICCV 2017)☆105Feb 24, 2020Updated 5 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆236Nov 6, 2020Updated 5 years ago
- codes for Heuristic Domain Adaptation (NeurIPS2020)☆57May 12, 2021Updated 4 years ago
- Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018☆121Apr 24, 2020Updated 5 years ago
- Regularizing Meta-Learning via Gradient Dropout☆53Apr 14, 2020Updated 5 years ago
- ☆63Sep 29, 2020Updated 5 years ago
- Code refactoring for paper "Domain Generalization with Adversarial Feature Learning" in VLCS datasets.☆57Dec 24, 2019Updated 6 years ago