An up-to-date list of works on Multi-Task Learning
☆378Mar 2, 2026Updated last month
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:
- A curated list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆830Mar 3, 2026Updated last month
- Learning Multiple Dense Prediction Tasks from Partially Annotated Data - CVPR 2022☆49Apr 17, 2023Updated 3 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
- 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).☆841Jan 13, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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 list of multi-task learning papers and projects.☆385Jan 31, 2022Updated 4 years ago
- A PyTorch Library for Multi-Task Learning☆2,546May 14, 2025Updated 11 months ago
- Code of our CVPR2024 paper - DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data☆59Mar 25, 2024Updated 2 years ago
- Project Page for "Multi-Task Dense Prediction via Mixture of Low-Rank Experts"☆91Jun 9, 2025Updated 10 months ago
- This repository periodicly updates the MTL paper and resources☆84Aug 5, 2025Updated 8 months ago
- A user-friendly evaluation tool that encompasses all necessary components for boundary detection on PASCAL-Context and NYUD-v2 datasets.☆15Oct 31, 2023Updated 2 years ago
- ☆25Jun 29, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [CVPR 2024] Joint-Task Regularization for Partially Labeled Multi-Task Learning☆24May 31, 2024Updated last year
- An up-to-date list of works on Multi-domain Multi-task learning☆18Oct 20, 2022Updated 3 years ago
- ☆95Apr 3, 2023Updated 3 years ago
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆35Feb 18, 2025Updated last year
- [NeurIPS 2022] “M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design”, Hanxue …☆136Nov 30, 2022Updated 3 years ago
- ☆78Jul 31, 2023Updated 2 years ago
- (ICCV 2023) Vision Transformer Adapters for Generalizable Multitask Learning☆20Apr 25, 2024Updated 2 years ago
- ☆15Apr 11, 2024Updated 2 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 3 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.
- Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"☆398Jun 22, 2021Updated 4 years ago
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…☆272Aug 9, 2022Updated 3 years ago
- Awesome papers & datasets specifically focused on pathology.☆61Mar 20, 2026Updated last month
- [UAI 2023] Improvable Gap Balancing for Multi-Task Learning☆16May 29, 2023Updated 2 years ago
- [WWW-2025] ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration☆28Oct 11, 2025Updated 6 months ago
- Awesome Multitask Learning Resources☆671Apr 13, 2021Updated 5 years ago
- Awesome Incremental Learning☆4,459Mar 18, 2026Updated last month
- [ICML 2020] Efficient Continuous Pareto Exploration in Multi-Task Learning☆149Aug 12, 2021Updated 4 years ago
- [ICLR2025] Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning☆14Apr 8, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Structured Multi-task Learning for Molecular Property Prediction, AISTATS'22 (https://proceedings.mlr.press/v151/liu22e.html)☆14Jul 6, 2022Updated 3 years ago
- ☆30Oct 26, 2025Updated 6 months ago
- [ICCV 2023] Code for "Multi-task View Synthesis with Neural Radiance Fields"☆11Oct 2, 2023Updated 2 years ago
- ☆18Jan 17, 2023Updated 3 years ago
- In Defense of the Unitary Scalarization for Deep Multi-Task Learning☆22Mar 8, 2023Updated 3 years ago
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 2 years ago
- Official implementation for Sparse MetA-Tuning (SMAT)☆17Jul 29, 2025Updated 9 months ago