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GitHub topics: multi-task-learning

AvivNavon/nash-mtl

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

Language: Python - Size: 763 KB - Last synced at: about 13 hours ago - Pushed at: about 14 hours ago - Stars: 225 - Forks: 28

VectorInstitute/mmlearn

A toolkit for research on multimodal representation learning

Language: Python - Size: 4.92 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 17 - Forks: 3

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

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

Size: 1.4 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 449 - Forks: 20

NamanKr24/Multi-Task-Ticket-Classifier

Traditional NLP pipeline for classifying support tickets by issue type & urgency while extracting key entities (products, dates, complaints). Built with sklearn, regex, TF-IDF, and deployed via Gradio.

Language: Jupyter Notebook - Size: 205 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

median-research-group/LibMTL

A PyTorch Library for Multi-Task Learning

Language: Python - Size: 5.24 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 2,334 - Forks: 221

alibaba/TorchEasyRec

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

Language: Python - Size: 5.7 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 173 - Forks: 23

WeiHongLee/Awesome-Multi-Task-Learning

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

Size: 75.2 KB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 347 - Forks: 28

SpritofCreate/wdmt

WDMT is a command-line tool that helps developers safely remove large development files without risking important data. It features protections against symlink attacks and path traversal, making cleanup both secure and efficient. 🛠️💻

Language: Go - Size: 25.4 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

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: 145 KB - Last synced at: 5 days ago - Pushed at: 20 days ago - Stars: 760 - Forks: 59

thuml/ForkMerge

Code release of paper "ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning" (NeurIPS 2023)

Size: 84 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

alaaj27/DeepVul

DeepVul: A Multi-Task Transformer Model for Joint Prediction of Gene Essentiality and Drug Response

Language: Python - Size: 104 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 0

usamahz/multi-task-loss

Multi-task perception system

Language: Python - Size: 740 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 2 - Forks: 0

TorchJD/torchjd

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

Language: Python - Size: 983 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 244 - Forks: 7

alibaba/EasyRec

A framework for large scale recommendation algorithms.

Language: Python - Size: 114 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 2,033 - Forks: 357

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: 17 days ago - Pushed at: 6 months ago - Stars: 143 - Forks: 19

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: 20 days ago - Pushed at: almost 2 years ago - Stars: 769 - Forks: 24

WentingXu3o3/TB-HSU

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

Language: Python - Size: 2.28 MB - Last synced at: 23 days ago - Pushed at: 24 days ago - Stars: 10 - Forks: 0

sileod/tasksource

Datasets collection and preprocessings framework for NLP extreme multitask learning

Language: Python - Size: 368 KB - Last synced at: 15 days ago - Pushed at: 6 months ago - Stars: 183 - Forks: 10

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: 27 days ago - Pushed at: 27 days ago - Stars: 89 - Forks: 25

thuiar/MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

Language: Python - Size: 9.04 MB - Last synced at: 28 days ago - Pushed at: 5 months ago - Stars: 809 - Forks: 121

Lawhy/Multi-task-NMTransliteration

The Pytorch implementation of the Multi-task Neural Machine Transliteration system.

Language: Python - Size: 5.68 MB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

dineshsoudagar/multi-task-neural-networks-for-ADAS

Comprehensive evaluation of multi-task versus single-task neural networks for autonomous driving perception tasks—semantic segmentation, lane marking, drivable area detection, and object detection—using the A2D2 dataset

Language: Python - Size: 10.9 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

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: over 1 year ago - Stars: 2,250 - Forks: 412

thecml/mensa

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

Language: Jupyter Notebook - Size: 6.39 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

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: about 18 hours ago - Pushed at: almost 2 years ago - Stars: 140 - Forks: 19

NoakLiu/MT2ST

Accelerating Multitask Training Trough Adaptive Transition [Efficient ML Model]

Language: Python - Size: 28.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 0

xydxdy/AlphaGrad

AlphaGrad: Normalized Gradient Descent for Adaptive Multi-loss Functions in EEG-based Motor Imagery Classification

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

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: 494 - Forks: 59

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: about 1 month ago - Pushed at: 11 months ago - Stars: 652 - Forks: 169

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: about 5 years ago - Stars: 617 - Forks: 83

JayYip/m3tl

BERT for Multitask Learning

Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: 1 day ago - Pushed at: about 2 years ago - Stars: 548 - Forks: 126

smousavi05/EQTransformer

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

Language: Python - Size: 50.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 348 - Forks: 156

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: about 1 month ago - Pushed at: over 3 years ago - Stars: 811 - Forks: 112

xlang-ai/UnifiedSKG

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

Language: Python - Size: 21 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 557 - Forks: 60

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: 1,195 - Forks: 147

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: about 1 month ago - Pushed at: 6 months ago - Stars: 686 - Forks: 63

NVlabs/prismer

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

Language: Python - Size: 4.25 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 1,308 - Forks: 73

NoteDance/Pytorch-PCGrad

PyTorch Implementation of "Gradient Surgery for Multi-Task Learning" using multiprocessing

Language: Python - Size: 8.79 KB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

PhysiologicAILab/MMRPhys

Multi-Modal Multi-Task Remote Physiological Sensing

Language: Python - Size: 114 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

microsoft/MT-DNN

Multi-Task Deep Neural Networks for Natural Language Understanding

Language: Python - Size: 183 KB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 164 - Forks: 29

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 2 months ago - Pushed at: about 2 months ago - Stars: 58 - Forks: 4

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: about 2 months ago - Pushed at: about 2 months ago - Stars: 31 - Forks: 0

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: about 2 months ago - Pushed at: about 2 months ago - Stars: 26 - Forks: 5

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: about 2 months ago - Pushed at: 4 months ago - Stars: 51 - Forks: 5

lorenmt/auto-lambda

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

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

rrahmati/roboinstruct-2

Train a robot to see the environment and autonomously perform different tasks

Language: C++ - Size: 1.32 MB - Last synced at: 13 days ago - Pushed at: over 7 years ago - Stars: 49 - Forks: 14

senwu/emmental

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

Language: Python - Size: 891 KB - Last synced at: 12 days ago - Pushed at: almost 2 years ago - Stars: 110 - Forks: 18

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: about 2 months ago - Pushed at: about 2 months 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: about 2 months ago - Pushed at: over 3 years ago - Stars: 698 - Forks: 109

joelowj/mtl-tsmom

Multi Task Learning Time Series Momentum

Language: Python - Size: 12.7 KB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 21 - Forks: 7

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: about 2 months 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: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

sujin-1013/task-aware-DMO

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

Size: 1.47 MB - Last synced at: 2 months ago - Pushed at: 2 months 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: about 2 months ago - Pushed at: 7 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: about 2 months 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: about 2 months 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: about 1 month ago - Pushed at: almost 2 years ago - Stars: 163 - Forks: 19

NLPatVCU/multitasking_transformers

Multitask Learning with Pretrained Transformers

Language: Python - Size: 2.68 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 40 - Forks: 9

hwwang55/MKR

A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)

Language: Python - Size: 14.3 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 328 - Forks: 110

OpenBMB/CPM-Live

Live Training for Open-source Big Models

Language: Python - Size: 1.11 MB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 506 - Forks: 39

Muzhi1920/awesome-models

基于TensorFlow实现推荐系统的model

Language: Jupyter Notebook - Size: 399 KB - Last synced at: about 2 months 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: about 2 months ago - Pushed at: over 6 years ago - Stars: 98 - Forks: 28

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: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 0

BorealisAI/MMoEEx-MTL

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

Language: Python - Size: 31.4 MB - Last synced at: 3 months 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: 3 months ago - Pushed at: over 6 years ago - Stars: 152 - Forks: 35

tianheyu927/PCGrad

Code for "Gradient Surgery for Multi-Task Learning"

Language: Python - Size: 6.84 KB - Last synced at: 3 months 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: 2 months 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: 3 months ago - Pushed at: 3 months ago - Stars: 13 - Forks: 0

ml-jku/RA-DT

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

Language: Python - Size: 341 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 16 - Forks: 1

ArthurLeroy/MagmaClustR

Clustering and Predictions with Multi-Task Gaussian Processes

Language: R - Size: 739 MB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 16 - Forks: 7

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: 3 months ago - Pushed at: over 1 year ago - Stars: 927 - Forks: 136

amazon-science/meta-q-learning

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

Language: Python - Size: 2.42 MB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 103 - Forks: 18

UKPLab/mdl-stance-robustness

Multi-dataset stance detection and robustness experiments

Language: Python - Size: 481 KB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 44 - Forks: 11

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: about 2 months 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: 4 months ago - Pushed at: 4 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: about 2 months 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: 4 months ago - Pushed at: 4 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: 3 months 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: 4 months ago - Pushed at: 4 months ago - Stars: 30 - Forks: 3

Applied-Machine-Learning-Lab/TAPO

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

Language: Python - Size: 683 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 5 - Forks: 0

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: about 2 months ago - Pushed at: about 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: 8 days 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: about 2 months ago - Pushed at: about 2 months 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: 5 months ago - Pushed at: 5 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: 3 months ago - Pushed at: 5 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: 2 months ago - Pushed at: 11 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: 5 months ago - Pushed at: 5 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: 5 months ago - Pushed at: 5 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: 3 months ago - Pushed at: almost 2 years 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: 3 months ago - Pushed at: over 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: 3 months ago - Pushed at: over 5 years ago - Stars: 76 - Forks: 18

transbioZI/dsMTLClient

dsMTL client site functions

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

transbioZI/dsMTLBase

dsMTL server site functions

Language: R - Size: 292 KB - Last synced at: 5 months ago - Pushed at: 5 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: 3 months 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: 6 months ago - Pushed at: 6 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: 6 months ago - Pushed at: 6 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: 6 months ago - Pushed at: 8 months ago - Stars: 62 - Forks: 3

mbs0221-mlsys/Multitask-Learning

Awesome Multitask Learning Resources

Size: 29.3 MB - Last synced at: 6 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: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Related Keywords
multi-task-learning 357 deep-learning 106 pytorch 59 machine-learning 43 tensorflow 31 transfer-learning 31 natural-language-processing 28 computer-vision 25 nlp 22 meta-learning 19 python 17 reinforcement-learning 16 deep-neural-networks 16 keras 15 multi-objective-optimization 12 object-detection 12 depth-estimation 12 semantic-segmentation 11 deep-reinforcement-learning 11 transformer 11 segmentation 10 dataset 9 convolutional-neural-networks 8 multi-task 8 neural-network 8 graph-neural-networks 7 multitask-learning 7 emotion-recognition 7 federated-learning 7 large-language-models 7 cnn 7 prompt-learning 6 recommender-system 6 monocular-depth-estimation 6 transformers 6 mtl 6 text-classification 6 gaussian-processes 6 keras-tensorflow 5 classification 5 natural-language-understanding 5 paper 5 autonomous-driving 5 self-supervised-learning 5 generalization 5 scene-understanding 5 attention-mechanism 5 mixture-of-experts 5 model-merging 5 multi-domain-learning 5 question-answering 5 named-entity-recognition 5 bert 5 multi-modal-learning 5 image-classification 5 natural-language-generation 5 semi-supervised-learning 4 deeplearning 4 regression 4 relation-extraction 4 vision-and-language 4 clustering 4 zero-shot-learning 4 neural-architecture-search 4 model-fusion 4 few-shot-learning 4 deepfm 4 multi-label-classification 4 mmoe 4 image-segmentation 4 domain-adaptation 4 eeg 3 language-model 3 information-extraction 3 unsupervised-learning 3 framework 3 ctr-prediction 3 multi-view-learning 3 face-analysis 3 recommendation-system 3 cifar-100 3 din 3 facial-recognition 3 ner 3 pos-tagging 3 backpropagation 3 autoencoder 3 artificial-neural-networks 3 efficient-inference 3 age-gender-cnn 3 datasets 3 facial-expression-recognition 3 neural-networks 3 benchmark 3 face-recognition 3 lstm 3 nyu-depth-v2 3 multiobjective-optimization 3 robotics 3 anomaly-detection 3