domain-generalization
There are 168 repositories under domain-generalization topic.
jindongwang/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
KaiyangZhou/Dassl.pytorch
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
hendrycks/robustness
Corruption and Perturbation Robustness (ICLR 2019)
tim-learn/awesome-test-time-adaptation
Collection of awesome test-time (domain/batch/instance) adaptation methods
hendrycks/natural-adv-examples
A Harder ImageNet Test Set (CVPR 2021)
junkunyuan/Awesome-Domain-Generalization
Awesome things about domain generalization, including papers, code, etc.
Feaxure-fresh/TL-Fault-Diagnosis-Library
Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
vita-epfl/UniTraj
A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024
hytseng0509/CrossDomainFewShot
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
Rongjiehuang/GenerSpeech
PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.
jindongwang/tlbook-code
Code for Transfer Learning book--《迁移学习导论》配套代码
KaiyangZhou/mixstyle-release
Domain Generalization with MixStyle (ICLR'21)
hendrycks/imagenet-r
ImageNet-R(endition) and DeepAugment (ICCV 2021)
Luodian/Generalizable-Mixture-of-Experts
GMoE could be the next backbone model for many kinds of generalization task.
mseg-dataset/mseg-api
An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"
zhihou7/BatchFormer
CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
ZhangYuanhan-AI/NOAH
[TPAMI] Searching prompt modules for parameter-efficient transfer learning.
ShengcaiLiao/QAConv
[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
microsoft/robustdg
Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.
BeierZhu/Prompt-align
[ICCV 2023] Prompt-aligned Gradient for Prompt Tuning
lixiaotong97/DSU
[ICLR 2022] Official pytorch implementation of "Uncertainty Modeling for Out-of-Distribution Generalization" in International Conference on Learning Representations (ICLR) 2022.
cleardusk/MFR
Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020
HiLab-git/DAG4MIA
Domain Adaptation and Generalization for Medical Image Analysis
rshaojimmy/RFMetaFAS
[AAAI 2020] Pytorch codes for Regularized Fine-grained Meta Face Anti-spoofing
YyzHarry/multi-domain-imbalance
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
amazon-science/crossnorm-selfnorm
CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021
weitianxin/awesome-distribution-shift
A curated list of papers and resources about the distribution shift in machine learning.
YyzHarry/SubpopBench
[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
microsoft/UDA
Unsupervised Domain Adaptation for Computer Vision Tasks
zzzqzhou/Dual-Normalization
[CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization
conditionWang/FLNK
Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems to reduce costs, extend their lifespan, and facilitate sustainable development.
yfzhang114/AdaNPC
This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.
rshaojimmy/MADDoG
[CVPR 2019] Pytorch codes for Multi-adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection
YuxiangZhang-BIT/Data-CSHSI
Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~
iCGY96/APR
[ICCV 2021] Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain
Kaiseem/SLAug
[AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation"