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domain-generalization

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transferlearning

jindongwang /transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

machine-learning deep-learning paper survey style-transfer theory transfer-learning papers representation-learning unsupervised-learning tutorial-code domain-adaptation generalization transferlearning meta-learning few-shot few-shot-learning self-supervised-learning domain-generalization domain-adaption

UpdatedFeb 18, 2025
Python

KaiyangZhou /Dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

machine-learning deep-neural-networks computer-vision deep-learning pytorch artificial-intelligence semi-supervised-learning domain-adaptation benchmark-datasets domain-generalization

UpdatedNov 3, 2023
Python

hendrycks /robustness

Corruption and Perturbation Robustness (ICLR 2019)

machine-learning computer-vision deep-learning pytorch imagenet convolutional-neural-networks robustness domain-generalization ml-safety

UpdatedAug 24, 2022
Python

tim-learn /awesome-test-time-adaptation

Collection of awesome test-time (domain/batch/instance) adaptation methods

transfer-learning domain-adaptation test-time-augmentation domain-generalization distribution-shift test-time-adaptation source-free-domain-adaptation test-time-training continual-test-time-adaptation

UpdatedSep 16, 2025

hendrycks /natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

imagenet robustness adversarial-example adversarial-attacks domain-generalization ml-safety

UpdatedMar 23, 2024
Python

Feaxure-fresh /TL-Fault-Diagnosis-Library

Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization

transfer-learning domain-adaptation domain-generalization open-set-domain-adaptation partial-domain-adaptation universal-domain-adaptation fault-detection-and-diagnosis

UpdatedOct 10, 2024
Python

junkunyuan /Awesome-Domain-Generalization

Awesome things about domain generalization, including papers, code, etc.

awesome deep-learning libraries awesome-list papers datasets domain-generalization

UpdatedApr 16, 2025

vita-epfl /UniTraj

A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024

framework trajectory-prediction domain-generalization multi-dataset-training generalizability cross-dataset-evaluation

UpdatedSep 29, 2025
Python

hytseng0509 /CrossDomainFewShot

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

meta-learning few-shot-learning domain-generalization iclr2020

UpdatedApr 12, 2020
Python

Rongjiehuang /GenerSpeech

PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.

text-to-speech tts speech-synthesis style-transfer domain-generalization neurips-2022

UpdatedFeb 9, 2024
Python

jindongwang /tlbook-code

Code for Transfer Learning book--《迁移学习导论》配套代码

transfer-learning domain-adaptation federated-learning domain-generalization

UpdatedJul 12, 2023
Python

KaiyangZhou /mixstyle-release

Domain Generalization with MixStyle (ICLR'21)

reinforcement-learning image-classification representation-learning person-reidentification domain-generalization iclr2021 feature-statistics

UpdatedOct 6, 2022
Python

hendrycks /imagenet-r

ImageNet-R(endition) and DeepAugment (ICCV 2021)

robustness domain-adaptation out-of-distribution domain-generalization ml-safety

UpdatedJul 23, 2021
Python

Luodian /Generalizable-Mixture-of-Experts

GMoE could be the next backbone model for many kinds of generalization task.

deep-learning pytorch pytorch-implementation mixture-of-experts domain-generalization

UpdatedMar 21, 2023
Python

zhihou7 /BatchFormer

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning,https://arxiv.org/abs/2203.01522

representation-learning zero-shot-learning domain-adaptation few-shot-learning domain-generalization contrastive-learning long-tailed-recognition cvpr2022

UpdatedMay 4, 2023
Python

mseg-dataset /mseg-api

An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"

python semantic-segmentation domain-generalization multi-domain-segmentation

UpdatedJan 6, 2024
Python

ZhangYuanhan-AI /NOAH

[TPAMI] Searching prompt modules for parameter-efficient transfer learning.

deep-learning pytorch transfer-learning pre-trained-model domain-generalization prompt-tuning visual-prompting

UpdatedDec 8, 2023
Python

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

metric-learning temporal-models re-identification image-matching deep-metric-learning person-reidentification person-search interpretability generalization re-id person-recognition person-re-identification correspondence interpretable-deep-learning reid person-reid adaptive-convolution domain-generalization person-retrieval generalizability

UpdatedJan 3, 2023
Python

microsoft /robustdg

Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

machine-learning artificial-intelligence causality privacy-preserving-machine-learning domain-generalization

UpdatedOct 3, 2023
Python

BeierZhu /Prompt-align

[ICCV 2023] Prompt-aligned Gradient for Prompt Tuning

pytorch image-classification clip domain-generalization few-shot-classifcation prompt-tuning

UpdatedJul 15, 2023
Python

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