multitask-learning 开源项目推荐（320 个）

median-research-group /LibMTL

A PyTorch Library for Multi-Task Learning

Lifelong-Robot-Learning /LIBERO

Benchmarking Knowledge Transfer in Lifelong Robot Learning

salesforce /decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

hustvl /YOLOP

You Only Look Once for Panopitic Driving Perception.（MIR2022）

nyu-mll /jiant

jiant is an nlp toolkit

datvuthanh /HybridNets

HybridNets: End-to-End Perception Network

clue-ai /PromptCLUE

PromptCLUE, 全中文任务支持零样本学习模型

mahmoudnafifi /Deep_White_Balance

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

JayYip /m3tl

BERT for Multitask Learning

bigscience-workshop /xmtf

Crosslingual Generalization through Multitask Finetuning

subho406 /OmniNet

Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain

abess-team /abess

快速最佳子集选择库

SimplexLab /TorchJD

Library for Jacobian descent with PyTorch. It enables the optimization of neural networks with multiple losses (e.g. multi-task learning).

SimonVandenhende /Awesome-Multi-Task-Learning

A list of multi-task learning papers and projects.

hellohaptik /multi-task-NLP

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

easezyc /Multitask-Recommendation-Library

MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.

DSXiangLi /ChineseNER

中文NER的那些事儿

nadeemlab /DeepLIIF

深度学习推断多重免疫荧光用于 IHC 图像定量（https://deepliif.org）[Nature Machine Intelligence'22， CVPR'22， MICCAI'23， Histopathology'23， MICCAI'24]

zwx8981 /LIQE

[CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective

ifnspaml /SGDepth

[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance