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GitHub topics: multi-task-learning

mit-wu-lab/IntersectionZoo

IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: about 7 hours ago - Pushed at: about 7 hours ago - Stars: 58 - Forks: 4

TorchJD/torchjd

Library for Jacobian descent with PyTorch. It enables optimization of neural networks with multiple losses (e.g. multi-task learning).

Language: Python - Size: 749 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 233 - Forks: 6

alibaba/EasyRec

A framework for large scale recommendation algorithms.

Language: Python - Size: 114 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1,994 - Forks: 356

EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

Size: 2.04 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 378 - Forks: 17

otto-de/MultiTRON

🤹 MultiTRON: Pareto Front Approximation for Multi-Objective Session-Based Recommender Systems, accepted at ACM RecSys 2024.

Language: Python - Size: 2.67 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 31 - Forks: 0

VinAIResearch/PhoNLP

PhoNLP: A BERT-based multi-task learning model for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)

Language: Python - Size: 588 KB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 142 - Forks: 19

zouguojian/Traffic-flow-prediction

This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.

Language: Python - Size: 452 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 26 - Forks: 5

alibaba/TorchEasyRec

An easy-to-use framework for large scale recommendation algorithms.

Language: Python - Size: 5.52 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 149 - Forks: 21

microsoft/MT-DNN

Multi-Task Deep Neural Networks for Natural Language Understanding

Language: Python - Size: 183 KB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 163 - Forks: 29

SimonVandenhende/Multi-Task-Learning-PyTorch

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

Language: Python - Size: 75.7 MB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 807 - Forks: 112

WeiHongLee/Awesome-Multi-Task-Learning

An up-to-date list of works on Multi-Task Learning

Size: 74.2 KB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 342 - Forks: 28

Baijiong-Lin/Awesome-Multi-Objective-Deep-Learning

A comprehensive list of gradient-based multi-objective optimization algorithms in deep learning.

Size: 171 KB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 51 - Forks: 5

smousavi05/EQTransformer

EQTransformer, a python package for earthquake signal detection and phase picking using AI.

Language: Python - Size: 50.1 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 346 - Forks: 156

lorenmt/auto-lambda

The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].

Language: Python - Size: 68.4 KB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 134 - Forks: 18

thuml/awesome-multi-task-learning

2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

Size: 124 KB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 743 - Forks: 57

zouguojian/Travel-time-prediction

When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time

Language: Python - Size: 1.05 GB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 38 - Forks: 7

lorenmt/mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

Language: Python - Size: 115 KB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 698 - Forks: 109

thuiar/MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

Language: Python - Size: 9.04 MB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 794 - Forks: 121

AmazaspShumik/mtlearn

Multi-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)

Language: Python - Size: 10.1 MB - Last synced at: 8 days ago - Pushed at: over 5 years ago - Stars: 52 - Forks: 6

NoteDance/PCGrad

TensorFlow implementation for "Gradient Surgery for Multi-Task Learning"

Language: Python - Size: 15.6 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 1 - Forks: 0

median-research-group/LibMTL

A PyTorch Library for Multi-Task Learning

Language: Python - Size: 5.22 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 2,278 - Forks: 217

sileod/tasksource

Datasets collection and preprocessings framework for NLP extreme multitask learning

Language: Python - Size: 368 KB - Last synced at: about 22 hours ago - Pushed at: 4 months ago - Stars: 180 - Forks: 10

sujin-1013/task-aware-DMO

Task-Aware Dynamic Model Optimization for Multi-Task Learning (IEEE Access 2023)

Size: 1.47 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

TissueImageAnalytics/cerberus

One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification

Language: Python - Size: 217 KB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 88 - Forks: 11

prismformore/Multi-Task-Transformer

Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Pyramid Multi-task Transformer for Dense Scene Understanding"

Language: Python - Size: 14.4 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 308 - Forks: 25

zhangxiaoyu11/OmiEmbed

Multi-task deep learning framework for multi-omics data analysis

Language: Python - Size: 17.9 MB - Last synced at: 3 days ago - Pushed at: about 3 years ago - Stars: 45 - Forks: 20

chrisby/torchMTL

A lightweight module for Multi-Task Learning in pytorch.

Language: Python - Size: 290 KB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 163 - Forks: 19

VectorInstitute/mmlearn

A toolkit for research on multimodal representation learning

Language: Python - Size: 4.92 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 15 - Forks: 3

NLPatVCU/multitasking_transformers

Multitask Learning with Pretrained Transformers

Language: Python - Size: 2.68 MB - Last synced at: 23 days ago - Pushed at: about 4 years ago - Stars: 40 - Forks: 9

codefuse-ai/MFTCoder

High Accuracy and efficiency multi-task fine-tuning framework for Code LLMs. This work has been accepted by KDD 2024.

Language: Python - Size: 8.81 MB - Last synced at: 27 days ago - Pushed at: 4 months ago - Stars: 680 - Forks: 63

namisan/mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

Language: Python - Size: 1.97 MB - Last synced at: 28 days ago - Pushed at: about 1 year ago - Stars: 2,251 - Forks: 412

HaSai666/rec_pangu

rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.

Language: Python - Size: 23.8 MB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 138 - Forks: 20

thecml/mensa

MENSA: A Multi-Event Network for Survival Analysis with Trajectory-based Likelihood Estimation

Language: Jupyter Notebook - Size: 6.31 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

huggingface/hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

Language: Python - Size: 1.15 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 1,194 - Forks: 147

Muzhi1920/awesome-models

基于TensorFlow实现推荐系统的model

Language: Jupyter Notebook - Size: 399 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 6

wchliao/multi-task-image-classification

Multi-task learning for image classification implemented in PyTorch.

Language: Python - Size: 36.1 KB - Last synced at: 3 days ago - Pushed at: over 6 years ago - Stars: 98 - Forks: 28

maudzung/TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch

Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

Language: Python - Size: 21.6 MB - Last synced at: 29 days ago - Pushed at: 9 months ago - Stars: 642 - Forks: 168

timowilm1992/MultiLGBM

🌳MultiLGBM🌳: A simple multi-objective regression example to show how to trade-off objectives on the Pareto front with a single LGBM model.

Language: Python - Size: 10.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 12 - Forks: 0

Mikoto10032/AutomaticWeightedLoss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

Language: Python - Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 612 - Forks: 83

BorealisAI/MMoEEx-MTL

PyTorch Implementation of the Multi-gate Mixture-of-Experts with Exclusivity (MMoEEx)

Language: Python - Size: 31.4 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 32 - Forks: 4

sebastianruder/sluice-networks

Code for Sluice networks: Learning what to share between loosely related tasks

Language: Python - Size: 182 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 152 - Forks: 35

JayYip/m3tl

BERT for Multitask Learning

Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: 29 days ago - Pushed at: about 2 years ago - Stars: 547 - Forks: 125

joelowj/mtl-tsmom

Multi Task Learning Time Series Momentum

Language: Python - Size: 12.7 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 20 - Forks: 7

tianheyu927/PCGrad

Code for "Gradient Surgery for Multi-Task Learning"

Language: Python - Size: 6.84 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 317 - Forks: 34

PRIS-CV/Fine-Grained-or-Not

Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)

Language: Python - Size: 14.5 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 60 - Forks: 10

JunweiZheng93/MATERobot

Official repository for paper "MATERobot: Material Recognition in Wearable Robotics for People with Visual Impairments" at ICRA 2024, Best Paper Finalist on Human-Robot Interaction

Language: Python - Size: 302 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 13 - Forks: 0

xlang-ai/UnifiedSKG

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

Language: Python - Size: 21 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 556 - Forks: 60

CLUEbenchmark/pCLUE

pCLUE: 1000000+多任务提示学习数据集

Language: Jupyter Notebook - Size: 192 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 486 - Forks: 58

ml-jku/RA-DT

Retrieval-Augmented Decision Transformer: External Memory for In-context RL

Language: Python - Size: 341 KB - Last synced at: 13 days ago - Pushed at: 7 months ago - Stars: 16 - Forks: 1

ArthurLeroy/MagmaClustR

Clustering and Predictions with Multi-Task Gaussian Processes

Language: R - Size: 739 MB - Last synced at: 29 days ago - Pushed at: 5 months ago - Stars: 16 - Forks: 7

IoBT-VISTEC/MIN2Net

End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)

Language: Python - Size: 19.4 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 87 - Forks: 26

megvii-research/PETR

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

Language: Python - Size: 1.5 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 927 - Forks: 136

SinclairCoder/Instruction-Tuning-Papers

Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

Size: 127 KB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 766 - Forks: 24

amazon-science/meta-q-learning

Code for the paper "Meta-Q-Learning"( ICLR 2020)

Language: Python - Size: 2.42 MB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 103 - Forks: 17

NVlabs/prismer

The implementation of "Prismer: A Vision-Language Model with Multi-Task Experts".

Language: Python - Size: 4.25 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1,310 - Forks: 73

WentingXu3o3/TB-HSU

Official data and code for our AAAI 2025 paper "TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances"

Language: Python - Size: 2.27 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0

RUCAIBox/MVP

This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.

Size: 77.6 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 72 - Forks: 5

scale-lab/MTLoRA

The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)

Language: Python - Size: 137 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 41 - Forks: 2

VICO-UoE/MTPSL

Learning Multiple Dense Prediction Tasks from Partially Annotated Data - CVPR 2022

Language: Python - Size: 604 KB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 48 - Forks: 1

PardisTaghavi/SwinMTL

[IROS24]A Shared Architecture for Simultaneous Depth Estimation and Semantic Segmentation from Monocular Camera Images

Language: Jupyter Notebook - Size: 15.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 35 - Forks: 3

LongmaoTeamTf/deep_recommenders

Deep Recommenders

Language: Python - Size: 2.3 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 327 - Forks: 108

luogen1996/MCN

[CVPR2020] Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation, CVPR2020 (oral)

Language: Python - Size: 479 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 138 - Forks: 25

zouguojian/Traffic-speed-prediction

Using to predict the highway traffic speed

Language: Python - Size: 646 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 30 - Forks: 3

senwu/emmental

A deep learning framework for building multimodal multi-task learning systems.

Language: Python - Size: 891 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 109 - Forks: 18

amazon-science/replay-based-recurrent-rl

Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"

Language: Python - Size: 100 MB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 33 - Forks: 6

PaddlePaddle/PALM 📦

a Fast, Flexible, Extensible and Easy-to-use NLP Large-scale Pretraining and Multi-task Learning Framework.

Language: Python - Size: 2.21 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 183 - Forks: 30

shgo/gamtl

Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning

Language: Python - Size: 173 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 8 - Forks: 3

sapeirone/hier-egopack

Official implementation of "Hier-EgoPack: Hierarchical Egocentric Video Understanding with Diverse Task Perspectives" (ArXiv Feb. 2025)

Language: Python - Size: 10.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

KenanSh/Food-Recognition-and-Nutrition-Facts-Estimation-V2

This repository contains the code and data for a multi-task deep learning project that aims to recognize food ingredients from images and estimate their calorie content. The project utilizes a combination of image recognition techniques and natural language processing to analyze food images and extract relevant information.

Language: Jupyter Notebook - Size: 49.8 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Baijiong-Lin/MOML

[NeurIPS 2021 | AIJ 2024] Multi-Objective Meta Learning

Language: Python - Size: 250 KB - Last synced at: 21 days ago - Pushed at: 9 months ago - Stars: 14 - Forks: 2

FelixWag/FedUniBrain

[WACV25 Oral] Official implementation of the paper: "Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities"

Language: Python - Size: 383 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Youlenda/Base_Layer_Efficiency

Let's figure out the minimum bit rate for a computer vision task (object detection or instance segmentation).

Language: Jupyter Notebook - Size: 2.93 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

rynanda/Reidentification-Multitask-Learning-Fine-Tuning

Person reidentification using PCA and deep learning Siamese networks and multi-task learning and fine tuning on the Oxford-IIIT Pets Dataset.

Language: Jupyter Notebook - Size: 142 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ddlBoJack/MT4SSL

[INTERSPEECH 2023 Best Paper Shortlist] Official implementation for MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets

Language: Python - Size: 348 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 44 - Forks: 4

gjy3035/PCC-Net

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network

Language: Python - Size: 676 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 76 - Forks: 18

transbioZI/dsMTLClient

dsMTL client site functions

Language: R - Size: 1.73 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 5

transbioZI/dsMTLBase

dsMTL server site functions

Language: R - Size: 292 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 5

DFKI-NLP/TRE

[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations

Language: Python - Size: 43.9 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 108 - Forks: 12

nik-dim/pamal

Official repository of "Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models" [ICML 2023]

Language: Python - Size: 307 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 15 - Forks: 2

uiuctml/Localize-and-Stitch

Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic

Language: Python - Size: 176 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 22 - Forks: 0

NUSTM/FacialMMT

A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)

Language: Python - Size: 6.63 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 62 - Forks: 3

mbs0221-mlsys/Multitask-Learning

Awesome Multitask Learning Resources

Size: 29.3 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 654 - Forks: 144

chuksoo/Deep-Learning-Specialization

This repository contains notes, slides, labs, assignments and projects for the Deep Learning Specialization by DeepLearning.AI and Coursera.

Language: Jupyter Notebook - Size: 224 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

sophiewharrie/meta-learning-hierarchical-model-similar-causal-mechanisms

Bayesian Meta-Learning for Improving Generalizability of Health Prediction Models With Similar Causal Mechanisms

Language: Python - Size: 6.39 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

Applied-Machine-Learning-Lab/TAPO

Code implementation of ICASSP paper "TAPO: Task-Referenced Adaptation for Prompt Optimization"

Language: Python - Size: 0 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

yhlleo/DeepSegmentor

A Pytorch implementation of DeepCrack and RoadNet projects.

Language: Jupyter Notebook - Size: 43.9 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 268 - Forks: 81

tjyuyao/ice-learn

A high-level Deep Learning framework that extends PyTorch and PyCUDA.

Language: Python - Size: 1.75 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0

liangfu/dspnet 📦

An Implementation of the Driving Scene Perception Network (DSPNet)

Language: Python - Size: 822 KB - Last synced at: 25 days ago - Pushed at: about 7 years ago - Stars: 33 - Forks: 11

Cra2yDavid/Powerformer

Powerformer: A Section-adaptive Transformer for Power Flow Adjustment

Language: Python - Size: 16.6 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

vahinitech/imu2text

IMU2Text: A hybrid CNN+GNN pipeline for handwriting recognition and trajectory prediction using IMU data with state-of-the-art accuracy (99.74%).

Language: Python - Size: 48.8 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

hav4ik/Hydra

Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.

Language: Python - Size: 167 KB - Last synced at: 3 days ago - Pushed at: almost 6 years ago - Stars: 149 - Forks: 15

linkenfaqiu/MMRAN

这是《Multitask Learning with Multiscale Residual Attention for Brain Tumor Segmentation and Classification》这篇文章的源代码。若要使用,请对data文件夹进行数据划分后,输入$python main.py train$

Language: Python - Size: 37.1 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 2

AhmedMagdyHendawy/MOORE

Official code of the paper "Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts" at ICLR2024

Language: Python - Size: 813 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 3

firojalam/medic

Multi-Task Learning for Disaster Image Classification using MEDIC

Language: Python - Size: 24.4 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 2

drewanye/har-joint-model

AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors

Language: Python - Size: 429 KB - Last synced at: 4 months ago - Pushed at: almost 7 years ago - Stars: 28 - Forks: 9

ZiyaoGeng/MTRec

A simple package about multi-task recommendation

Language: Python - Size: 18.2 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 17 - Forks: 3

ArsamAryandoust/UniversalGNNs

Universal graph neural networks for multi-task transfer learning

Language: Python - Size: 8.58 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 2

uiuctml/ExcessMTL

[ICML 2024] Robust Multi-Task Learning with Excess Risks

Language: Python - Size: 4.53 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

EnnengYang/AdaMerging

AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.

Language: Python - Size: 678 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 47 - Forks: 2

OpenBMB/CPM-Live

Live Training for Open-source Big Models

Language: Python - Size: 1.11 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 511 - Forks: 40

Related Keywords
multi-task-learning 347 deep-learning 102 pytorch 56 machine-learning 42 tensorflow 31 transfer-learning 31 natural-language-processing 27 computer-vision 23 nlp 21 meta-learning 19 deep-neural-networks 16 python 15 reinforcement-learning 15 keras 15 depth-estimation 12 multi-objective-optimization 12 object-detection 11 transformer 11 semantic-segmentation 10 segmentation 10 deep-reinforcement-learning 10 dataset 9 multi-task 8 convolutional-neural-networks 8 neural-network 8 graph-neural-networks 7 large-language-models 7 federated-learning 7 cnn 7 emotion-recognition 7 multitask-learning 7 prompt-learning 6 gaussian-processes 6 recommender-system 6 monocular-depth-estimation 6 mtl 6 transformers 6 text-classification 5 paper 5 image-classification 5 self-supervised-learning 5 model-merging 5 multi-domain-learning 5 bert 5 classification 5 question-answering 5 mixture-of-experts 5 keras-tensorflow 5 natural-language-understanding 5 natural-language-generation 5 multi-modal-learning 5 generalization 5 scene-understanding 5 mmoe 4 relation-extraction 4 clustering 4 named-entity-recognition 4 neural-architecture-search 4 image-segmentation 4 regression 4 attention-mechanism 4 deeplearning 4 zero-shot-learning 4 model-fusion 4 semi-supervised-learning 4 deepfm 4 multi-label-classification 4 domain-adaptation 4 vision-and-language 4 few-shot-learning 4 face-analysis 3 artificial-neural-networks 3 multi-view-learning 3 eeg 3 backpropagation 3 facial-recognition 3 fine-tuning 3 seq2seq 3 prompt-engineering 3 lstm-neural-networks 3 vision-transformer 3 lstm 3 facial-expression-recognition 3 framework 3 nyu-depth-v2 3 autoencoder 3 datasets 3 efficient-inference 3 text-generation 3 benchmark 3 data-to-text 3 data-science 3 age-gender-cnn 3 unsupervised-learning 3 face-recognition 3 sentiment-analysis 3 cifar-100 3 recommendation-system 3 language-model 3 din 3