multi-domain-learning

There are 2 repositories under multi-domain-learning topic.

median-research-group / LibMTL
A PyTorch Library for Multi-Task Learning
multitask-learning multi-task-learning pytorch python multi-domain-learning deep-learning mtl mmoe ple multiobjective-optimization multi-objective-optimization
Language:Python 2449
thuml / awesome-multi-task-learning
2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
adapter awesome-list computer-vision deep-learning deep-neural-networks loss-strategy machine-learning multi-domain-learning multi-task-architecture multi-task-learning multi-task-optimization neural-language-processing transfer-learning
802
EnnengYang / Awesome-Model-Merging-Methods-Theories-Applications
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
attack-defense continual-learning ensemble-learning federated-learning generalization generative-model large-language-models model-fusion model-merging multi-domain-learning multi-task-learning robustness diffusion-models few-shot-learning foundation-models knowledge-fusion meta-learning transfer-learning zero-shot-learning llms
592
WeiHongLee / Awesome-Multi-Task-Learning
An up-to-date list of works on Multi-Task Learning
multi-task-learning multi-domain-learning computer-vision machine-learning partially-supervised loss-weight deep-learning multi-task cross-domain-learning universal-representation
372
VICO-UoE / URL
Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task-specific Adapters - CVPR 2022
few-shot-learning multi-domain-learning multi-domain-meta-training knowledge-distillation
Language:Python 139
YyzHarry / multi-domain-imbalance
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
domain-adaptation domain-generalization eccv eccv-2022 imbalance imbalanced-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition multi-domain multi-domain-learning deep-learning ood ood-generalization
Language:Python 139
MIRACLE-Center / YOLO_Universal_Anatomical_Landmark_Detection
[MICCAI 2021] You Only Learn Once: Universal Anatomical Landmark Detection https://arxiv.org/abs/2103.04657
deep-learning landmark-detection universal-model multi-domain-learning global-local
Language:Python 91
CHELSEA234 / Multi-domain-learning-FAS
MD-FAS with SiW-Mv2 dataset (ECCV22 Oral)
anti-spoofing-face dataset multi-domain-learning
Language:Python 77
ICTMCG / M3FEND
Official repository for "Memory-Guided Multi-View Multi-Domain Fake News Detection", IEEE TKDE.
fake-news-detection multi-domain-learning tkde transfer-learning
Language:Python 64
prachigarg23 / MDIL-SS
Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022
incremental-learning semantic-segmentation multi-domain-learning autonomous-driving transfer-learning fine-tuning continual-learning computer-vision
Language:Jupyter Notebook 59
VICO-UoE / UniversalRepresentations
Universal Representations: A Unified Look at Multiple Task and Domain Learning
universal-representation multitask-learning few-shot-learning multi-domain-learning
Language:Python 44
siyi-wind / MDViT
[MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)
deep-learning knowledge-distillation multi-domain-learning pytorch skin-lesion-segmentation medical-image-segmentation vision-transformer
Language:Python 40
RManLuo / MAMDR
Official code implementation for ICDE 23 paper MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation
deep-learning meta-learning multi-domain-learning recommender-system
Language:Python 37
westlake-repl / Adapter4Rec
Multi-domain Recommendation with Adapter Tuning
adapter cross-domain cross-domain-recommendation fine-tuning foundation-recommendation-model multi-domain-recommendation parameter-efficient-tuning prompt-tu transferable-recommendation lora-recommendation large-language-model llm4rec multi-domain-learning pre-train-recommendation recommender-sytem adapter-recommendation
Language:Python 32
Applied-Machine-Learning-Lab / HAMUR
Code implementation of "HAMUR: Hyper Adapter for Multi-Domain Recommendation" in CIKM‘2023
recommender-system domain-adaptation ctr-prediction multi-domain multi-domain-learning multi-domain-recommendation multi-scenario multi-scenario-recommendation
Language:Python 23
WeiHongLee / Awesome-Multi-Domain-Multi-Task-Learning
An up-to-date list of works on Multi-domain Multi-task learning
multi-task-learning multi-domain-learning transfer-learning universal-representation-learning
17
Wang-ML-Lab / multi-domain-active-learning
[AAAI 2024] Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees
active-learning domain-adaptation multi-domain-adaptation multi-domain-learning theory transfer-learning
Language:Python 7
VICO-UoE / LatentDomainLearning
Visual Representation Learning over Latent Domains - ICLR 2022
multi-domain-learning latent-domain deep-learning
Language:Python 3
anhtu-phan / multi-domain-machine-translation
Training Multi-Domain Neural Machine Translation
machine-translation multi-domain-learning
Language:Python 0