"multi-task-learning" Awesome Lists
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
792 stars
63 forks
232 projects
Last updated: 26 Sep 2025
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 diffusion-models ensemble-learning federated-learning few-shot-learning foundation-models generalization generative-model knowledge-fusion
530 stars
27 forks
632 projects
Last updated: 14 Sep 2025
Awesome-Multi-Task-Learning
An up-to-date list of works on Multi-Task Learning
computer-vision cross-domain-learning deep-learning loss-weight machine-learning multi-domain-learning multi-task multi-task-learning partially-supervised universal-representation
369 stars
27 forks
293 projects
Last updated: 16 Sep 2025
awesome-multi-objective-deep-learning
A comprehensive list of gradient-based multi-objective optimization algorithms in deep learning.
multi-objective-learning multi-objective-optimization multi-task-learning multitask-learning
82 stars
9 forks
70 projects
Last updated: 18 Sep 2025