Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
☆397Jun 22, 2021Updated 4 years ago
Alternatives and similar repositories for Pytorch-PCGrad
Users that are interested in Pytorch-PCGrad are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Gradient Surgery for Multi-Task Learning"☆353Apr 28, 2020Updated 5 years ago
- Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)☆147Nov 9, 2023Updated 2 years ago
- Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]☆239Jun 25, 2025Updated 9 months ago
- ☆12Apr 13, 2019Updated 6 years ago
- Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"☆1,069Sep 2, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- (Unofficial) Implementation of ICLR 2021 paper "Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multil…☆14Sep 14, 2022Updated 3 years ago
- Official Pytorch's implementation of RotoGrad☆80Aug 1, 2023Updated 2 years ago
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆139Feb 5, 2023Updated 3 years ago
- PyTorch implementation for "Gradient Surgery for Multi-Task Learning" https://arxiv.org/abs/2001.06782☆13Jul 6, 2020Updated 5 years ago
- A PyTorch Library for Multi-Task Learning☆2,534May 14, 2025Updated 10 months ago
- A curated list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆830Mar 3, 2026Updated last month
- Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning, AAAI-SA'19☆30Sep 23, 2019Updated 6 years ago
- PyTorch Implementation of the Multi-gate Mixture-of-Experts with Exclusivity (MMoEEx)☆33Jul 6, 2021Updated 4 years ago
- AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning☆114Jan 14, 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.
- Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)☆122May 9, 2024Updated last year
- This in my Demo of Chen et al. "GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks" ICML 2018☆183Nov 2, 2021Updated 4 years ago
- ☆69Sep 21, 2020Updated 5 years ago
- An up-to-date list of works on Multi-Task Learning☆376Mar 2, 2026Updated last month
- The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].☆730Feb 7, 2022Updated 4 years ago
- Domain Generalization via Gradient Surgery☆51May 3, 2022Updated 3 years ago
- ☆15Jul 29, 2023Updated 2 years ago
- a much more complex case using GradNorm, where the layer sharing situation is sophisticated.☆15Feb 21, 2019Updated 7 years ago
- Code for ICCV21 paper: Task Switching Network for Multi-task Learning☆20Apr 11, 2022Updated 4 years ago
- 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.
- ☆16Jan 1, 2023Updated 3 years ago
- Multi Task RL Baselines☆262Dec 31, 2021Updated 4 years ago
- A list of multi-task learning papers and projects.☆385Jan 31, 2022Updated 4 years ago
- Implementation "Adapting Auxiliary Losses Using Gradient Similarity" article☆33Mar 1, 2019Updated 7 years ago
- ☆17Aug 21, 2022Updated 3 years ago
- Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]☆86Jul 25, 2024Updated last year
- Knowledge Distillation for Multi-task Learning (ECCV20 Workshops)☆78Apr 7, 2023Updated 3 years ago
- Exact Pareto Optimal solutions for preference based Multi-Objective Optimization☆67Jun 22, 2022Updated 3 years ago
- ☆11Feb 15, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- [CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning☆94Dec 8, 2022Updated 3 years ago
- [ICRA'20] Robust 360-8PA": Redesigning The Normalized 8-point Algorithm for 360-FoV Images☆33Jul 4, 2025Updated 9 months ago
- Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.☆150Jun 3, 2019Updated 6 years ago
- [AAAI'20][ICML'19 AutoML] This repository is the implementation of "InstaNAS: Instance-aware Neural Architecture Search"☆93May 6, 2021Updated 4 years ago
- Monocular Visual Odometry☆14Jun 24, 2019Updated 6 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
- ☆28Jul 20, 2020Updated 5 years ago