Popular GitHub Repositories for Mtl

A PyTorch Library for Multi-Task Learning

2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)

Datasets collection and preprocessings framework for NLP extreme multitask learning

[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

Easy multi-task learning with HuggingFace Datasets and Trainer

The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)

pytorch open-source library for the paper "AdaTT Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations"

Cross-task Attention Mechanism for Dense Multi-task Learning (WACV 2023)

Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"

[CVPR2025] Official implementation of TADFormer : Task-Adaptive Dynamic Transformer for Efficient Multi-Task Learning

Code for research project on the relation between anatomy of the medial temporal lobe (MTL) in the brain and error-based and reward-based motor learning performance

面向多任务学习的任务感知动态模型优化（IEEE Access 2023）