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The Top 23 Domain Generalization Open Source Projects

Open source projects categorized as Domain Generalization
Categories > Domain Generalization
Transferlearning ⭐ 12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 3 months ago
Robustness ⭐ 728
Corruption and Perturbation Robustness (ICLR 2019)
total releases 3most recent commit 2 years ago
Dassl.pytorch ⭐ 681
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
most recent commit 2 years ago
Natural Adv Examples ⭐ 559
A Harder ImageNet Test Set (CVPR 2021)
most recent commit 3 months ago
Awesome Test Time Adaptation ⭐ 378
Collection of awesome test-time (domain/batch/instance) adaptation methods
most recent commit 3 months ago
Generspeech ⭐ 265
PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.
most recent commit 8 months ago
Mseg Api ⭐ 240
An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"
most recent commit 3 months ago
Batchformer ⭐ 210
CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
most recent commit a year ago
Noah ⭐ 202
Searching prompt modules for parameter-efficient transfer learning.
most recent commit 4 months ago
Mixstyle Release ⭐ 190
Domain Generalization with MixStyle (ICLR'21)
most recent commit 2 years ago
Qaconv ⭐ 166
[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
most recent commit a year ago
Tlbook Code ⭐ 163
Code for Transfer Learning book--《迁移学习导论》配套代码
most recent commit 9 months ago
Robustdg ⭐ 160
Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.
most recent commit 9 months ago
Rfmetafas ⭐ 136
[AAAI 2020] Pytorch codes for Regularized Fine-grained Meta Face Anti-spoofing
most recent commit 2 years ago
Tl Bearing Fault Diagnosis ⭐ 135
Bearing Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
most recent commit 5 months ago
Mfr ⭐ 134
Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020
most recent commit 2 years ago
Awesome Domain Generalization ⭐ 104
Awesome things about domain generalization, including papers, code, etc.
most recent commit a year ago
Imagenet R ⭐ 103
ImageNet-R(endition) and DeepAugment (ICCV 2021)
most recent commit 3 years ago
Crossnorm Selfnorm ⭐ 98
CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021
most recent commit 3 years ago
Crossdomainfewshot ⭐ 93
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
most recent commit 4 years ago
Prompt Align ⭐ 87
[ICCV23] Prompt-aligned Gradient for Prompt Tuning
most recent commit 9 months ago
Multi Domain Imbalance ⭐ 86
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
most recent commit a year ago
Dag4mia ⭐ 85
Domain Adaptation and Generalization for Medical Image Analysis
most recent commit 4 months ago
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