multitask-learning
There are 243 repositories under multitask-learning topic.
salesforce/decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
median-research-group/LibMTL
A PyTorch Library for Multi-Task Learning
hustvl/YOLOP
You Only Look Once for Panopitic Driving Perception.（MIR2022）
nyu-mll/jiant
jiant is an nlp toolkit
clue-ai/PromptCLUE
PromptCLUE, 全中文任务支持零样本学习模型
datvuthanh/HybridNets
HybridNets: End-to-End Perception Network
JayYip/m3tl
BERT for Multitask Learning
mahmoudnafifi/Deep_White_Balance
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
subho406/OmniNet
Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain
bigscience-workshop/xmtf
Crosslingual Generalization through Multitask Finetuning
abess-team/abess
Fast Best-Subset Selection Library
hellohaptik/multi-task-NLP
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
SimonVandenhende/Awesome-Multi-Task-Learning
A list of multi-task learning papers and projects.
DSXiangLi/ChineseNER
中文NER的那些事儿
easezyc/Multitask-Recommendation-Library
MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.
ifnspaml/SGDepth
[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance
Lifelong-Robot-Learning/LIBERO
Benchmarking Knowledge Transfer in Lifelong Robot Learning
zwx8981/LIQE
[CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
hosseinshn/GradNorm
This in my Demo of Chen et al. "GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks" ICML 2018
nadeemlab/DeepLIIF
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]
OFA-Sys/OFASys
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models
hosseinshn/Basic-Multi-task-Learning
This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow
mit-gfx/ContinuousParetoMTL
[ICML 2020] Efficient Continuous Pareto Exploration in Multi-Task Learning
TorchJD/torchjd
Library for Jacobian descent with PyTorch. It enables optimization of neural networks with multiple losses (e.g. multi-task learning).
busesese/MultiTaskModel
multi task mode for esmm and mmoe
liuqidong07/MOELoRA-peft
[SIGIR'24] The official implementation code of MOELoRA.
Cranial-XIX/CAGrad
Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)
RchalYang/Soft-Module
Code for "Multi-task Reinforcement Learning with Soft Modularization"
prakharguptaz/Instructdial
Code for the paper Code for the paper InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
bhpfelix/MTLNAS
[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
Adamdad/KnowledgeFactor
[ECCV2022] Factorizing Knowledge in Neural Networks
dsindex/ntagger
reference pytorch code for named entity tagging
VinAIResearch/JointIDSF
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
AvivNavon/AuxiLearn
Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]
Cranial-XIX/FAMO
Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)
gstrezoski/TaskRouting
(ICCV 2019 Oral) Many Task Learning With Task Routing http://openaccess.thecvf.com/content_ICCV_2019/html/Strezoski_Many_Task_Learning_With_Task_Routing_ICCV_2019_paper.html