mbs0221 / Multitask-LearningLinks
Awesome Multitask Learning Resources
☆671Updated 4 years ago
Alternatives and similar repositories for Multitask-Learning
Users that are interested in Multitask-Learning are comparing it to the libraries listed below
Sorting:
- A multi-task learning example for the paper https://arxiv.org/abs/1705.07115☆867Updated 5 years ago
- A list of multi-task learning papers and projects.☆382Updated 3 years ago
- Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics☆563Updated 4 years ago
- The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].☆724Updated 3 years ago
- some tircks for PyTorch☆576Updated 5 years ago
- Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"☆1,059Updated last year
- Codes for "Learning Sparse Sharing Architectures for Multiple Tasks"☆95Updated 5 years ago
- This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow☆137Updated 7 years ago
- PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).☆834Updated 3 years ago
- 😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库☆1,502Updated 9 months ago
- A Tensorflow implementation of the paper arXiv:1604.03539☆134Updated 7 years ago
- 深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)☆763Updated last year
- Collect awesome best papers from top AI conferences.☆479Updated 3 years ago
- ☆148Updated 3 years ago
- The Simple and Efficient Semi-Supervised Learning Method for Deep Neural Networks☆343Updated 7 years ago
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…☆271Updated 3 years ago
- ☆436Updated 6 years ago
- 2021-2022 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processi…☆856Updated 4 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆760Updated 4 years ago
- This repo consists of collection of papers and repos on the topic of deep learning by noisy labels / label noise.☆236Updated 4 years ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆641Updated 5 years ago
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,763Updated last month
- list of efficient attention modules☆1,019Updated 4 years ago
- 2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆802Updated 2 months ago
- A blog for understanding graph neural network☆475Updated 5 years ago
- resources for graph convolutional networks (图卷积神经网络相关资源)☆908Updated 6 years ago
- knowledge distillation papers☆764Updated 2 years ago
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆452Updated 2 years ago
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆139Updated 4 years ago
- ☆490Updated last year