Popular GitHub Repositories for Multi Task Learning

A PyTorch Library for Multi-Task Learning

Multi-Task Deep Neural Networks for Natural Language Understanding

The implementation of "Prismer: A Vision-Language Model with Multi-Task Experts".

?HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

MMSA is a unified framework for Multimodal Sentiment Analysis.

Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

TensorFlow Script

Awesome Multitask Learning Resources

BERT for Multitask Learning

Live Training for Open-source Big Models

pCLUE: 1000000+多任务提示学习数据集

[ ICLR 2024 ] Official Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"

EQTransformer, a python package for earthquake signal detection and phase picking using AI.

A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)

Deep Recommenders

Code for "Gradient Surgery for Multi-Task Learning"

All available datasets for Instruction Tuning of Large Language Models