An up-to-date list of works on Multi-Task Learning
☆377Oct 10, 2025Updated 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
Sorting:
- 2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆822Oct 8, 2025Updated 4 months ago
- Learning Multiple Dense Prediction Tasks from Partially Annotated Data - CVPR 2022☆49Apr 17, 2023Updated 2 years ago
- Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Py…☆326Apr 24, 2024Updated last year
- Universal Representations: A Unified Look at Multiple Task and Domain Learning☆44Feb 23, 2024Updated 2 years ago
- PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).☆837Jan 13, 2022Updated 4 years ago
- Paper List for Multi-Task Learning (focus on architectures and optimization for MTL)☆53Nov 30, 2023Updated 2 years ago
- Exploring Relational Context for Multi-Task Dense Prediction [ICCV 2021]☆51Aug 9, 2023Updated 2 years ago
- A PyTorch Library for Multi-Task Learning☆2,523May 14, 2025Updated 9 months ago
- A list of multi-task learning papers and projects.☆384Jan 31, 2022Updated 4 years ago
- Code of our CVPR2024 paper - DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data☆59Mar 25, 2024Updated last year
- Project Page for "Multi-Task Dense Prediction via Mixture of Low-Rank Experts"☆89Jun 9, 2025Updated 8 months ago
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆140Feb 5, 2023Updated 3 years ago
- Knowledge Distillation for Multi-task Learning (ECCV20 Workshops)☆79Apr 7, 2023Updated 2 years ago
- Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]☆238Jun 25, 2025Updated 8 months ago
- An up-to-date list of works on Multi-domain Multi-task learning☆18Oct 20, 2022Updated 3 years ago
- [CVPR 2024] Joint-Task Regularization for Partially Labeled Multi-Task Learning☆24May 31, 2024Updated last year
- The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].☆729Feb 7, 2022Updated 4 years ago
- ☆78Jul 31, 2023Updated 2 years ago
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆34Feb 18, 2025Updated last year
- ☆15Apr 11, 2024Updated last year
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆412Sep 26, 2024Updated last year
- [UAI 2023] Improvable Gap Balancing for Multi-Task Learning☆16May 29, 2023Updated 2 years ago
- The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)☆70Jul 3, 2025Updated 7 months ago
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…