Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
☆398Jun 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
Sorting:
- Code for "Gradient Surgery for Multi-Task Learning"☆352Apr 28, 2020Updated 5 years ago
- Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)☆146Nov 9, 2023Updated 2 years ago
- ☆16Feb 1, 2022Updated 4 years ago
- Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]☆239Jun 25, 2025Updated 8 months ago
- Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"☆1,070Sep 2, 2024Updated last year
- (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].☆140Feb 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
- PCGrad pytorch sample code [not official]☆31May 28, 2020Updated 5 years ago
- A PyTorch Library for Multi-Task Learning☆2,531May 14, 2025Updated 10 months ago
- [NeurIPS'21] This repository is the implementation of "Learning 3D Dense Correspondence via Canonical Point Autoencoder"☆20Feb 16, 2022Updated 4 years ago
- PyTorch 1.11 reimplementation of multi task gradient adaptation ideas: Gradient Surgery (PCGrad) and Gradient Vaccine☆21Jun 20, 2022Updated 3 years ago
- ☆12Apr 18, 2023Updated 2 years ago
- Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning, AAAI-SA'19☆30Sep 23, 2019Updated 6 years ago
- AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning☆114Jan 14, 2021Updated 5 years ago
- CVPR 2021 Oral paper "LED2-Net: Monocular 360˚ Layout Estimation via Differentiable Depth Rendering" official PyTorch implementation.☆114Feb 3, 2024Updated 2 years ago
- A curated list of awesome multi-agent learning papers☆63Jan 10, 2022Updated 4 years ago
- Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)☆120May 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☆182Nov 2, 2021Updated 4 years ago
- ☆69Sep 21, 2020Updated 5 years ago
- An up-to-date list of works on Multi-Task Learning☆377Mar 2, 2026Updated 2 weeks ago
- a much more complex case using GradNorm, where the layer sharing situation is sophisticated.☆15Feb 21, 2019Updated 7 years ago
- Domain Generalization via Gradient Surgery☆51May 3, 2022Updated 3 years ago
- Official Pytorch implementation of "Learning Debiased Representation via Disentangled Feature Augmentation (Neurips 2021, Oral)"☆106Mar 23, 2023Updated 2 years ago
- ☆15Jul 29, 2023Updated 2 years ago
- ☆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]☆87Jul 25, 2024Updated last year
- Knowledge Distillation for Multi-task Learning (ECCV20 Workshops)☆78Apr 7, 2023Updated 2 years ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆647Jun 20, 2020Updated 5 years ago
- Source code of "Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning" (AAMAS 2021).☆29Aug 19, 2021Updated 4 years ago
- Exact Pareto Optimal solutions for preference based Multi-Objective Optimization☆66Jun 22, 2022Updated 3 years ago
- ☆11Feb 15, 2019Updated 7 years ago
- [CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning☆94Dec 8, 2022Updated 3 years ago
- Implementation for "Plug-and-Play: Improve Depth Prediction via Sparse Data Propagation"☆59May 14, 2019Updated 6 years ago