multi-domain-learning

Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task-specific Adapters - CVPR 2022

knowledge-distillation few-shot-learning multi-domain-learning multi-domain-meta-training

UpdatedFeb 23, 2024
Python

YyzHarry /multi-domain-imbalance

Star138

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

deep-learning multi-domain ood imbalanced-data domain-adaptation imbalanced-learning long-tail eccv imbalance domain-generalization imbalanced-classification long-tailed-recognition multi-domain-learning ood-generalization eccv-2022

UpdatedJan 26, 2023
Python

MIRACLE-Center /YOLO_Universal_Anatomical_Landmark_Detection

Star91

[MICCAI 2021] You Only Learn Once: Universal Anatomical Landmark Detectionhttps://arxiv.org/abs/2103.04657

deep-learning landmark-detection universal-model multi-domain-learning global-local

UpdatedMar 17, 2025
Python

CHELSEA234 /Multi-domain-learning-FAS

Star76

MD-FAS with SiW-Mv2 dataset (ECCV22 Oral)

dataset multi-domain-learning anti-spoofing-face

UpdatedFeb 27, 2025
Python

ICTMCG /M3FEND

Star63

Official repository for "Memory-Guided Multi-View Multi-Domain Fake News Detection", IEEE TKDE.

transfer-learning fake-news-detection tkde multi-domain-learning

UpdatedFeb 28, 2023
Python

prachigarg23 /MDIL-SS

Star59

Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022

computer-vision transfer-learning autonomous-driving semantic-segmentation incremental-learning fine-tuning continual-learning multi-domain-learning

UpdatedApr 4, 2023
Jupyter Notebook

VICO-UoE /UniversalRepresentations

Star44

Universal Representations: A Unified Look at Multiple Task and Domain Learning

multitask-learning few-shot-learning multi-domain-learning universal-representation

UpdatedFeb 23, 2024
Python

siyi-wind /MDViT

Star40

[MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)

deep-learning pytorch knowledge-distillation medical-image-segmentation skin-lesion-segmentation vision-transformer multi-domain-learning

UpdatedJan 12, 2024
Python

RManLuo /MAMDR

Star36

Official code implementation for ICDE 23 paper MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation

deep-learning recommender-system meta-learning multi-domain-learning

UpdatedNov 27, 2023
Python

westlake-repl /Adapter4Rec

Star32

Multi-domain Recommendation with Adapter Tuning

adapter cross-domain fine-tuning cross-domain-recommendation recommender-sytem multi-domain-learning prompt-tu parameter-efficient-tuning large-language-model foundation-recommendation-model llm4rec transferable-recommendation multi-domain-recommendation lora-recommendation pre-train-recommendation adapter-recommendation

UpdatedMar 21, 2024
Python

Applied-Machine-Learning-Lab /HAMUR

Star23

Code implementation of "HAMUR: Hyper Adapter for Multi-Domain Recommendation" in CIKM‘2023

recommender-system multi-domain ctr-prediction domain-adaptation multi-scenario multi-domain-learning multi-scenario-recommendation multi-domain-recommendation

UpdatedJan 3, 2024
Python

WeiHongLee /Awesome-Multi-Domain-Multi-Task-Learning

Star17

An up-to-date list of works on Multi-domain Multi-task learning

transfer-learning multi-task-learning multi-domain-learning universal-representation-learning

UpdatedOct 20, 2022

Wang-ML-Lab /multi-domain-active-learning

Star7

[AAAI 2024] Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees

theory transfer-learning active-learning domain-adaptation multi-domain-adaptation multi-domain-learning

UpdatedMar 16, 2025
Python

VICO-UoE /LatentDomainLearning

Star3

Visual Representation Learning over Latent Domains - ICLR 2022

deep-learning multi-domain-learning latent-domain

UpdatedMar 16, 2022
Python

anhtu-phan /multi-domain-machine-translation

Star0

Training Multi-Domain Neural Machine Translation

machine-translation multi-domain-learning

UpdatedSep 6, 2022
Python

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