GitHub topics: multi-task

Repositories

aphp/edsnlp

Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.

Language: Python - Size: 122 MB - Last synced at: about 16 hours ago - Pushed at: about 17 hours ago - Stars: 122 - Forks: 31

tangxyw/RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Language: Python - Size: 1.55 GB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1,675 - Forks: 240

intLyc/MTO-Platform

Multitask Optimization Platform (MToP): A MATLAB Optimization Platform for Evolutionary Multitasking

Language: MATLAB - Size: 83.4 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 144 - Forks: 29

WeiHongLee/Awesome-Multi-Task-Learning

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

Size: 74.2 KB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 336 - Forks: 28

VectorSpaceLab/OmniGen

OmniGen: Unified Image Generation. https://arxiv.org/pdf/2409.11340

Language: Jupyter Notebook - Size: 417 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 3,912 - Forks: 335

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: 16 days ago - Pushed at: almost 5 years ago - Stars: 612 - Forks: 83

mv-lab/InstructIR

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

Language: Jupyter Notebook - Size: 87.2 MB - Last synced at: 19 days ago - Pushed at: 7 months ago - Stars: 612 - Forks: 36

mims-harvard/UniTS

A unified multi-task time series model.

Language: Python - Size: 47.9 KB - Last synced at: 20 days ago - Pushed at: 7 months ago - Stars: 517 - Forks: 76

mathiasj33/deep-ltl

The official implementation of DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL (ICLR'25 Oral)

Language: Python - Size: 0 Bytes - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

JUNJIE99/MLVU

🔥🔥MLVU: Multi-task Long Video Understanding Benchmark

Language: Python - Size: 2.5 MB - Last synced at: 26 days ago - Pushed at: 29 days ago - Stars: 186 - Forks: 0

sileod/tasknet

Easy multi-task learning with HuggingFace Datasets and Trainer

Language: Jupyter Notebook - Size: 323 KB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 55 - Forks: 5

timetoai/TimeDiffusion

Unified Framework for Multiple Time Series Tasks

Language: Python - Size: 2.04 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 2

yoshitomo-matsubara/ladon-multi-task-sc2

[WACV 2025] "A Multi-task Supervised Compression Model for Split Computing"

Language: Python - Size: 1.75 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

HassanHayat08/Recognizing-Emotions-evoked-by-Movies-usingMultitask-Learning

We model the emotions evoked by videos in a different manner: instead of modeling the aggregated value we jointly model the emotions experienced by each viewer and the aggregated value using a multi-task learning approach. Concretely, we proposed two deep learning architectures: Single-Task (ST) architecture and Multi-Task (MT) architecture.

Language: Python - Size: 71.3 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

Kajiih/rl_thor

🤖 Lightweight and customizable reinforcement learning environment based on AI2-THOR

Language: Python - Size: 47.2 MB - Last synced at: 22 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

DrSleep/multi-task-refinenet 📦

Multi-Task (Joint Segmentation / Depth / Surface Normas) Real-Time Light-Weight RefineNet

Language: Jupyter Notebook - Size: 45.3 MB - Last synced at: 22 days ago - Pushed at: almost 5 years ago - Stars: 205 - Forks: 44

fangvv/MTACP

Code for paper "Deep Reinforcement Learning based Multi-task Automated Channel Pruning for DNNs"

Language: Python - Size: 1020 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

nlp-tlp/lexiclean

An open-source collaborative web-based application for multi-task lexical normalisation

Language: Python - Size: 7.07 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 1

ZiyaoGeng/MTRec

A simple package about multi-task recommendation

Language: Python - Size: 18.2 MB - Last synced at: 11 days ago - Pushed at: almost 4 years ago - Stars: 17 - Forks: 3

Farama-Foundation/Metaworld

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

Language: Python - Size: 91.6 MB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 1,262 - Forks: 271

sarthakTUM/roofn3d

Roof Classification, Segmentation, and Damage Completion using 3D Point Clouds

Language: Jupyter Notebook - Size: 108 MB - Last synced at: 6 months ago - Pushed at: about 6 years ago - Stars: 60 - Forks: 14

kilianyp/person-multi-task-dataset

A framework for multi-task and multi-dataset training.

Language: Python - Size: 174 KB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

liuqidong07/MOELoRA-peft

[SIGIR'24] The official implementation code of MOELoRA.

Language: Python - Size: 10.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 105 - Forks: 11

Aiden-helper/BeatCraft-Studio

Size: 15.6 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

orionw/MTLvsIFT

Code for the paper "When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning"

Language: Python - Size: 183 KB - Last synced at: 18 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1

voidful/TFkit

🤖📇 handling multiple nlp task in one pipeline

Language: Python - Size: 15.8 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 56 - Forks: 6

AvivNavon/nash-mtl

Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]

Language: Python - Size: 762 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 194 - Forks: 25

nengwp/MTMAUnet

MTMAUNet: Multi-Task Multi-axis Attention UNet

Language: Python - Size: 279 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

FlingOS/FlingOS 📦

An educational operating system written in C#. A great stepping stone from high to low level development.

Language: C# - Size: 71.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 542 - Forks: 79

inisis/chexpert-competition

Good for you

Language: Python - Size: 143 KB - Last synced at: 26 days ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

ggbioing/mcvae

Multi-Channel Variational Auto Encoder: A Bayesian Deep Learning Framework for Modeling High-Dimensional Heterogeneous Data.

Language: Python - Size: 12 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 25 - Forks: 5

tony-hong/event-embedding-multitask

*SEM 2018: Learning Distributed Event Representations with a Multi-Task Approach

Language: Python - Size: 673 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 22 - Forks: 13

yXiangXiong/CMTGF

IEEE JBHI 2022. A cascaded multi-task generative framwork for dectecting aortic dissection using non-contrast enhanced computed tomography

Language: Python - Size: 23.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 3

duxy-me/MTPR

Experimental codes for the paper 'How to Learn Item Representation for Cold-Start Multimedia Recommendation?'

Language: Python - Size: 40.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 5

WeiHongLee/KD-MTL

This is the repository for implementation of 'Knowledge Distillation for Multi-task Learning'

Language: Python - Size: 1.54 MB - Last synced at: 10 months ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 0

lyp-deeplearning/MOS-Multi-Task-Face-Detect

Code for BMVC2021 "MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation"

Language: Python - Size: 26.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 125 - Forks: 19

mohaEs/image-to-images-translation

image to images translation - Multi task pix2pix

Language: Python - Size: 19.1 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 18 - Forks: 8

France1/predictive-maintenance-pytorch

Deep Learning applied to predictive maintenance use cases

Language: Jupyter Notebook - Size: 1.75 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 26 - Forks: 6

kevinVervier/orthopen

Learning tasks with orthogonal/disjoint supports

Language: R - Size: 24.4 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

trinhvg/Reading-Papers

Read some papers.

Language: Python - Size: 68.4 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0

sremes/wishart-gibbs-kernel

A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings (ACML 2017)

Language: Matlab - Size: 26.4 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 3

aaz-imran/appaunet

Size: 102 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

clear-nus/human-trust-transfer

Supplementary Material for The Transfer of Human Trust in Robot Capabilities across Tasks (RSS 2018)

Language: Jupyter Notebook - Size: 774 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 4

Shanghai-Digital-Brain-Laboratory/BDM-DB1

A large-scale multi-modal pre-trained model

Language: Python - Size: 789 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 91 - Forks: 7

ltgoslo/multitask_negation_for_sa

Improving Sentiment Analysis with Multi-task Learning of Negation

Language: Python - Size: 7.78 MB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 4

sange1104/MultiEmo

Code for paper "MultiEmo: multi-task framework for emoji prediction"

Language: Python - Size: 57.6 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

lefteris12/multitask-schema-guided-dst

Code for "A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking"

Language: Python - Size: 224 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 1

JiaWu-Repository/MTG Fork of GRAND-Lab/MTG

Joint Structure Feature Exploration and Regularization for Multi-Task Graph Classification (TKDE 2016)

Size: 9.59 MB - Last synced at: about 2 years ago - Pushed at: over 9 years ago - Stars: 0 - Forks: 4

yang-ruixin/PyTorch-Image-Models-Multi-Label-Classification

Multi-label classification based on timm.

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 74 - Forks: 7

felicitywang/TFMTL

A TensorFlow Framework for Multi-Task Learning and Text Classification

Language: Python - Size: 15.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 1

ianhom/MOE

MOE is an event-driven OS for 8/16/32-bit MCUs. MOE means "Minds Of Embedded system", It’s also the name of my lovely baby daughter :sunglasses:

Language: C - Size: 4.36 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 61 - Forks: 34

xiaoqian19940510/TASLP-EAREE

The GitHub repository for the paper "Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations"

Language: Python - Size: 4.33 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 3

duongnhatthang/meta-bandit

Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms

Language: Python - Size: 12.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

rssalessio/OSRL-SC

OSRL (Optimal Representation Learning in Multi-Task Bandits) comprises an algorithm that addresses the problem of sample complexity with fixed confidence in Multi-Task Bandit problems. Published at the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI23)

Language: Python - Size: 21.5 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Related Keywords

multi-task 65 pytorch 13 deep-learning 10 multi-task-learning 8 nlp 7 classification 5 multi-modal 4 reinforcement-learning 4 machine-learning 4 computer-vision 4 semantic-segmentation 3 bert 3 python3 3 benchmark 3 reinforcement-learning-environments 2 multitask-learning 2 optimization 2 time-series 2 meta-learning 2 audio 2 benchmark-environments 2 object-detection 2 knowledge-distillation 2 multitask 2 segmentation 2 multi-task-architecture 2 natural-language-processing 2 transfer-learning 2 multi-label-classification 2 reinforcement-learning-algorithms 2 python 2 csharp 2 text-classification 2 transformers 2 node 1 i2i 1 i2is 1 sensors 1 image-to-image-translation 1 image-to-images-translation 1 predictive-maintenance 1 lstm 1 pix2pix 1 fault-types 1 pix2pix-tensorflow 1 condition-monitoring 1 attention-mechanism 1 trust 1 human-robot-int 1 x-ray 1 u-net 1 tuberculosis 1 semi-supervised-learning 1 nodule 1 chest-radiographs 1 attention-map 1 adversarial-training 1 wishart-gibbs-kernel 1 latent-variables 1 gaussian-processes 1 knowlege-distillation 1 gan 1 arxiv 1 penalized-regression 1 time-series-analysis 1 missing-data 1 artificial-intelligence 1 multi-class 1 x86-32 1 x86 1 usb 1 tutorial 1 serial 1 pci 1 operating-system 1 low-level-programming 1 low-level 1 iso9660 1 flingos-source 1 filesystems 1 file-systems 1 fat32 1 educational 1 compiler 1 ata 1 article 1 unet 1 landmark-localization 1 head-pose-estimation 1 face-detection 1 imbalanced-learning 1 recommendation 1 pairwise-learning 1 mtpr 1 conterfactual 1 pix2pix3d 1 aortic-dissection 1 3d-image-synthesis 1 thematic-fit 1 sentence-similarity 1