A curated list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
☆842Mar 3, 2026Updated 4 months ago
Alternatives and similar repositories for awesome-multi-task-learning
Users that are interested in awesome-multi-task-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An up-to-date list of works on Multi-Task Learning☆378Mar 2, 2026Updated 4 months ago
- A PyTorch Library for Multi-Task Learning☆2,574May 14, 2025Updated last year
- A list of multi-task learning papers and projects.☆388Jan 31, 2022Updated 4 years ago
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆140Feb 5, 2023Updated 3 years ago
- A list of papers, codes and applications on multi-task learning.☆80Oct 1, 2025Updated 9 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Paper List for Multi-Task Learning (focus on architectures and optimization for MTL)☆55Nov 30, 2023Updated 2 years ago
- Exploring Relational Context for Multi-Task Dense Prediction [ICCV 2021]☆51Aug 9, 2023Updated 2 years ago
- Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Py…☆327Apr 24, 2024Updated 2 years ago
- Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]☆246Jun 25, 2025Updated last year
- The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].☆731Feb 7, 2022Updated 4 years ago
- This repository periodicly updates the MTL paper and resources☆85Aug 5, 2025Updated 11 months ago
- Universal Representations: A Unified Look at Multiple Task and Domain Learning☆43Feb 23, 2024Updated 2 years ago
- Awesome Multitask Learning Resources☆674Apr 13, 2021Updated 5 years ago
- Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"☆403Jun 22, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for "Gradient Surgery for Multi-Task Learning"☆362Apr 28, 2020Updated 6 years ago
- Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"☆1,072Sep 2, 2024Updated last year
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆348Jan 23, 2026Updated 6 months ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆649Jun 20, 2020Updated 6 years ago
- Learning Multiple Dense Prediction Tasks from Partially Annotated Data - CVPR 2022☆50Apr 17, 2023Updated 3 years ago
- A simple recipe for training and inferencing Transformer architecture for Multi-Task Learning on custom datasets. You can find two approa…☆101Jul 14, 2022Updated 4 years ago
- Knowledge Distillation for Multi-task Learning (ECCV20 Workshops)☆78Apr 7, 2023Updated 3 years ago
- Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)☆129May 9, 2024Updated 2 years ago
- Code for Which Tasks Should Be Learned Together in Multi-task Learning?☆102Mar 10, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- PyTorch implementation of "Towards Impartial Multi-Task Learning"☆13Apr 12, 2024Updated 2 years ago
- A multi-task learning example for the paper https://arxiv.org/abs/1705.07115☆869Jul 6, 2020Updated 6 years ago
- A collection of AWESOME things about domain adaptation☆5,451Dec 8, 2025Updated 7 months ago
- A lightweight module for Multi-Task Learning in pytorch.☆168Aug 7, 2023Updated 2 years ago
- Attentive Single-tasking of Multiple Tasks☆85Oct 27, 2019Updated 6 years ago
- Code release of paper "ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning" (NeurIPS 2023)☆17Dec 30, 2023Updated 2 years ago
- A curated list of resources for Learning with Noisy Labels☆2,716May 3, 2025Updated last year
- Code for ICCV21 paper: Task Switching Network for Multi-task Learning☆20Apr 11, 2022Updated 4 years ago
- (ICCV 2019 Oral) Many Task Learning With Task Routing http://openaccess.thecvf.com/content_ICCV_2019/html/Strezoski_Many_Task_Learning_Wi…☆64Dec 3, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Multi Task RL Baselines☆269Dec 31, 2021Updated 4 years ago
- Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning, AAAI-SA'19☆30Sep 23, 2019Updated 6 years ago
- Awesome Incremental Learning☆4,498Jun 27, 2026Updated 3 weeks ago
- Code release of paper Debiased Self-Training for Semi-Supervised Learning (NeurIPS 2022 Oral)☆54Dec 12, 2022Updated 3 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆113Oct 28, 2024Updated last year
- ☆18Apr 12, 2021Updated 5 years ago
- Implementation for our WACV 2021 paper "Multi-Loss Weighting with Coefficient of Variations"☆54Jan 11, 2021Updated 5 years ago