14 results found Sort:

median-research-group
LibMTL median-research-group
210
2.2k
mit
17
A PyTorch Library for Multi-Task Learning
mtl ple mmoe python pytorch deep-learning multitask-learning multi-task-learning multi-domain-learning multiobjective-optimization multi-objective-optimization
Created 2021-12-18
173 commits to main branch, last one 17 days ago
thuml
awesome-multi-task-learning thuml
56
719
unknown
18
2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
adapter awesome-list deep-learning loss-strategy computer-vision machine-learning transfer-learning multi-task-learning deep-neural-networks multi-domain-learning multi-task-architecture multi-task-optimization neural-language-processing
Created 2021-03-05
109 commits to main branch, last one 2 months ago
EnnengYang
Awesome-Model-Merging-Methods-Theories-Applications EnnengYang
15
331
unknown
7
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
llms robustness model-fusion meta-learning model-merging attack-defense generalization diffusion-models generative-model knowledge-fusion ensemble-learning few-shot-learning foundation-models transfer-learning continual-learning federated-learning zero-shot-learning multi-task-learning large-language-models multi-domain-learning
Created 2024-06-19
189 commits to main branch, last one a day ago
WeiHongLee
Awesome-Multi-Task-Learning WeiHongLee
28
331
unknown
7
An up-to-date list of works on Multi-Task Learning
multi-task loss-weight deep-learning computer-vision machine-learning multi-task-learning partially-supervised cross-domain-learning multi-domain-learning universal-representation
Created 2021-12-17
85 commits to main branch, last one 3 months ago
VICO-UoE
URL VICO-UoE
18
133
mit
7
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 knowledge-distillation multi-domain-meta-training
Created 2021-03-25
34 commits to master branch, last one about a year ago
YyzHarry
multi-domain-imbalance YyzHarry
15
131
mit
4
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
ood eccv eccv-2022 imbalance long-tail multi-domain deep-learning imbalanced-data domain-adaptation ood-generalization imbalanced-learning domain-generalization multi-domain-learning long-tailed-recognition imbalanced-classification
Created 2022-03-17
12 commits to main branch, last one 2 years ago
MIRACLE-Center
YOLO_Universal_Anatomical_Landmark_Detection MIRACLE-Center
22
82
mit
2
[MICCAI 2021] You Only Learn Once: Universal Anatomical Landmark Detection https://arxiv.org/abs/2103.04657
global-local deep-learning universal-model landmark-detection multi-domain-learning
Created 2021-07-05
18 commits to main branch, last one 5 days ago
CHELSEA234
Multi-domain-learning-FAS CHELSEA234
9
71
unknown
3
The multi-domain FAS work with SiW-Mv2 dataset (ECCV 2022 oral)
dataset anti-spoofing-face multi-domain-learning
Created 2022-01-31
127 commits to main branch, last one 8 days ago
prachigarg23
MDIL-SS prachigarg23
4
57
unknown
5
Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022
fine-tuning computer-vision transfer-learning autonomous-driving continual-learning incremental-learning multi-domain-learning semantic-segmentation
Created 2021-10-16
16 commits to main branch, last one about a year ago
ICTMCG
M3FEND ICTMCG
9
54
unknown
2
Official repository for "Memory-Guided Multi-View Multi-Domain Fake News Detection", IEEE TKDE.
tkde transfer-learning fake-news-detection multi-domain-learning
Created 2022-04-20
4 commits to main branch, last one 2 years ago
VICO-UoE
UniversalRepresentations VICO-UoE
2
41
mit
4
Universal Representations: A Unified Look at Multiple Task and Domain Learning
few-shot-learning multitask-learning multi-domain-learning universal-representation
Created 2022-03-23
11 commits to main branch, last one about a year ago
siyi-wind
MDViT siyi-wind
2
38
unknown
2
[MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)
pytorch deep-learning vision-transformer multi-domain-learning knowledge-distillation skin-lesion-segmentation medical-image-segmentation
Created 2023-06-24
17 commits to master branch, last one about a year ago
RManLuo
MAMDR RManLuo
5
35
mit
3
Official code implementation for ICDE 23 paper MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation
deep-learning meta-learning recommender-system multi-domain-learning
Created 2022-02-05
11 commits to master branch, last one about a year ago
westlake-repl
Adapter4Rec westlake-repl
3
28
unknown
1
Multi-domain Recommendation with Adapter Tuning
adapter llm4rec prompt-tu fine-tuning cross-domain recommender-sytem lora-recommendation large-language-model multi-domain-learning adapter-recommendation pre-train-recommendation parameter-efficient-tuning cross-domain-recommendation multi-domain-recommendation transferable-recommendation foundation-recommendation-model
Created 2023-08-07
79 commits to main branch, last one 11 months ago