mbs0221-mlsys / Multitask-Learning
Awesome Multitask Learning Resources
☆654Updated 3 years ago
Alternatives and similar repositories for Multitask-Learning:
Users that are interested in Multitask-Learning are comparing it to the libraries listed below
- A multi-task learning example for the paper https://arxiv.org/abs/1705.07115☆852Updated 4 years ago
- A list of multi-task learning papers and projects.☆369Updated 2 years ago
- 2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆707Updated 3 weeks ago
- Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics☆550Updated 3 years ago
- The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].☆683Updated 2 years ago
- PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).☆789Updated 3 years ago
- This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow☆136Updated 6 years ago
- Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"☆998Updated 4 months ago
- some tircks for PyTorch☆579Updated 5 years ago
- A Tensorflow implementation of the paper arXiv:1604.03539☆127Updated 6 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆740Updated 3 years ago
- Codes for "Learning Sparse Sharing Architectures for Multiple Tasks"☆90Updated 4 years ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆593Updated 4 years ago
- knowledge distillation papers☆743Updated last year
- The Simple and Efficient Semi-Supervised Learning Method for Deep Neural Networks☆338Updated 6 years ago
- A curated list of resources for Learning with Noisy Labels☆2,648Updated 8 months ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆954Updated 3 years ago
- This repo consists of collection of papers and repos on the topic of deep learning by noisy labels / label noise.☆234Updated 3 years ago
- A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)☆697Updated last year
- list of efficient attention modules☆995Updated 3 years ago
- ☆145Updated 3 years ago
- A PyTorch Library for Multi-Task Learning☆2,153Updated 2 months ago
- A curated list of long-tailed recognition resources.☆585Updated last year
- Some tricks of pytorch...☆1,177Updated 6 months ago
- All about DeepLearning: 推荐系统、自然语言处理、Tensorflow、Pytorch等☆261Updated last month
- 2021-2022 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processi…☆860Updated 3 years ago
- Collection for Few-shot Learning☆972Updated last year
- A collection of implementations of deep domain adaptation algorithms☆903Updated 2 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☆1,406Updated 8 months ago
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆131Updated 4 years ago