multi-task 开源项目推荐（80 个）

VectorSpaceLab /OmniGen

OmniGen：统一图像生成。https://arxiv.org/pdf/2409.11340

tangxyw /RecSysPapers

推荐/广告/搜索领域工业界经典与最前沿论文合集。

Farama-Foundation /Metaworld

面向多任务和Meta强化学习基准测试的机器人环境集合

mv-lab /InstructIR

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

Mikoto10032 /AutomaticWeightedLoss

利用不确定性衡量场景几何和语义损失的多任务学习，多任务学习中的辅助任务

mims-harvard /UniTS

A unified multi-task time series model.

FlingOS /FlingOS

An educational operating system written in C#. A great stepping stone from high to low level development.

WeihongLi-ac /Awesome-Multi-Task-Learning

An up-to-date list of works on Multi-Task Learning

JUNJIE99 /MLVU

🔥🔥MLVU: Multi-task Long Video Understanding Benchmark

AvivNavon /nash-mtl

“多任务学习作为谈判游戏”的官方实施 [ICML 2022]

MeiGen-AI /PosterOmni

[CVPR2026] PosterOmni: One model for poster creation—unifying local edits and global design for generalized multi-task image/poster-to-poster generation.

DrSleep /multi-task-refinenet

Multi-Task (Joint Segmentation / Depth / Surface Normas) Real-Time Light-Weight RefineNet

liuqidong07 /MOELoRA-peft

[SIGIR'24] The official implementation code of MOELoRA.

aphp /edsnlp

Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.

salmon1802 /UniRank

UniRank: Benchmarking Ranking Models for Unified Sequential Modeling and Feature Interaction

lyp-deeplearning /MOS-Multi-Task-Face-Detect

Code for BMVC2021 "MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation"

Shanghai-Digital-Brain-Laboratory /BDM-DB1

A large-scale multi-modal pre-trained model

yang-ruixin /PyTorch-Image-Models-Multi-Label-Classification

Multi-label classification based on timm.

CarDS-Yale /PanEcho

[JAMA] "Complete AI-Enabled Echocardiography Interpretation with Multitask Deep Learning" by Gregory Holste, Evangelos K. Oikonomou, Márton Tokodi, Attila Kovács, Zhangyang Wang, & Rohan Khera

sarthakTUM /roofn3d

Roof Classification, Segmentation, and Damage Completion using 3D Point Clouds