An open API service providing repository metadata for many open source software ecosystems.

Topic: "multitask-learning"

salesforce/decaNLP 📦

The Natural Language Decathlon: A Multitask Challenge for NLP

Language: Python - Size: 829 KB - Last synced at: 2 days ago - Pushed at: 11 days ago - Stars: 2,349 - Forks: 469

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

hustvl/YOLOP

You Only Look Once for Panopitic Driving Perception.(MIR2022)

Language: Python - Size: 137 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 2,012 - Forks: 424

nyu-mll/jiant

jiant is an nlp toolkit

Language: Python - Size: 4.32 MB - Last synced at: 28 days ago - Pushed at: almost 2 years ago - Stars: 1,666 - Forks: 297

clue-ai/PromptCLUE

PromptCLUE, 全中文任务支持零样本学习模型

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 663 - Forks: 67

datvuthanh/HybridNets

HybridNets: End-to-End Perception Network

Language: Python - Size: 54.4 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 619 - Forks: 123

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

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.

Language: Python - Size: 103 MB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 536 - Forks: 69

bigscience-workshop/xmtf

Crosslingual Generalization through Multitask Finetuning

Language: Jupyter Notebook - Size: 28.6 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 530 - Forks: 37

subho406/OmniNet

Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain

Language: Python - Size: 17.6 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 513 - Forks: 58

abess-team/abess

Fast Best-Subset Selection Library

Language: C++ - Size: 209 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 482 - Forks: 42

Lifelong-Robot-Learning/LIBERO

Benchmarking Knowledge Transfer in Lifelong Robot Learning

Language: Jupyter Notebook - Size: 308 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 389 - Forks: 65

SimonVandenhende/Awesome-Multi-Task-Learning

A list of multi-task learning papers and projects.

Size: 270 KB - Last synced at: 11 days ago - Pushed at: over 3 years ago - Stars: 371 - Forks: 51

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.

Language: Python - Size: 7.46 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 358 - Forks: 54

DSXiangLi/ChineseNER

中文NER的那些事儿

Language: Python - Size: 117 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 316 - Forks: 58

easezyc/Multitask-Recommendation-Library

MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.

Language: Python - Size: 46.9 KB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 312 - Forks: 51

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

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]

Language: Python - Size: 94.3 MB - Last synced at: 6 days ago - Pushed at: 14 days ago - Stars: 193 - Forks: 76

ifnspaml/SGDepth

[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

Language: Python - Size: 26.4 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 188 - Forks: 26

hosseinshn/GradNorm

This in my Demo of Chen et al. "GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks" ICML 2018

Language: Jupyter Notebook - Size: 125 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 176 - Forks: 36

OFA-Sys/OFASys

OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

Language: Python - Size: 20.3 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 147 - Forks: 13

hosseinshn/Basic-Multi-task-Learning

This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow

Language: Jupyter Notebook - Size: 115 KB - Last synced at: 28 days ago - Pushed at: over 6 years ago - Stars: 136 - Forks: 33

mit-gfx/ContinuousParetoMTL

[ICML 2020] PyTorch Code for "Efficient Continuous Pareto Exploration in Multi-Task Learning"

Language: Jupyter Notebook - Size: 1.24 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 128 - Forks: 26

liuqidong07/MOELoRA-peft

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

Language: Python - Size: 10.2 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 105 - Forks: 11

zwx8981/LIQE

[CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective

Language: Python - Size: 12.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 102 - Forks: 7

bhpfelix/MTLNAS

[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

Language: Python - Size: 209 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 90 - Forks: 18

Adamdad/KnowledgeFactor

[ECCV2022] Factorizing Knowledge in Neural Networks

Language: Python - Size: 781 KB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 89 - Forks: 5

LucasBoTang/GradNorm

PyTorch implementation of the GradNorm

Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 87 - Forks: 5

xzhang2523/libmoon

LibMOON is a standard and flexible framework to study gradient-based multiobjective optimization.

Language: Python - Size: 60.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 85 - Forks: 3

dsindex/ntagger

reference pytorch code for named entity tagging

Language: Python - Size: 36 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 85 - Forks: 13

AvivNavon/AuxiLearn

Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]

Language: Python - Size: 1020 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 81 - Forks: 12

VinAIResearch/JointIDSF

BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

Language: Python - Size: 3.91 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 80 - Forks: 32

prakharguptaz/Instructdial

Code for the paper Code for the paper InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning

Language: Python - Size: 1.29 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 73 - Forks: 12

busesese/MultiTaskModel

multi task mode for esmm and mmoe

Language: Python - Size: 2.23 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 72 - Forks: 15

ParitoshParmar/MTL-AQA

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]

Language: Python - Size: 27.7 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 68 - Forks: 15

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

Language: Python - Size: 468 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 63 - Forks: 16

Cranial-XIX/CAGrad

Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)

Language: Python - Size: 3.08 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 61 - Forks: 16

Cranial-XIX/FAMO

Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)

Language: Python - Size: 2.18 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 59 - Forks: 8

ml-jku/L2M

Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)

Language: Python - Size: 736 KB - Last synced at: 13 days ago - Pushed at: 7 months ago - Stars: 56 - Forks: 6

CAMTL/CA-MTL

Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data

Language: Python - Size: 71.3 KB - Last synced at: 2 days ago - Pushed at: almost 4 years ago - Stars: 56 - Forks: 11

tum-pbs/ConFIG

[ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method

Language: Python - Size: 4 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 55 - Forks: 2

cuiziteng/ECCV_AERIS

📷 [ECCV 2022] Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection

Language: Python - Size: 19.1 MB - Last synced at: 29 days ago - Pushed at: almost 2 years ago - Stars: 54 - Forks: 5

PlusLabNLP/GEANet-BioMed-Event-Extraction

Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs

Language: Python - Size: 175 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 54 - Forks: 11

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

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

mohammadmozafari/advanced-machine-learning

This repo contains the implementation of some new papers on some advanced topics of machine learning e.g. meta-learning, reinforcement-learning, meta-reinforcement-learning, continual-learning and etc.

Language: Jupyter Notebook - Size: 4.89 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 6

hristo-vrigazov/dnn.cool

A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.

Language: Python - Size: 958 KB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 2

facebookresearch/AdaTT

pytorch open-source library for the paper "AdaTT Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations"

Language: Python - Size: 18.6 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 48 - Forks: 8

backseason/DFI

Code for our IEEE TIP 2020 paper "Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton"

Language: Python - Size: 969 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 44 - Forks: 11

QizhiPei/SSM-DTA

SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction (Briefings in Bioinformatics 2023)

Language: Python - Size: 1.13 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 42 - Forks: 6

astra-vision/DenseMTL

Cross-task Attention Mechanism for Dense Multi-task Learning (WACV 2023)

Language: Python - Size: 41.9 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 5

Hzfinfdu/MPMP

ACL'2023: Multi-Task Pre-Training of Modular Prompt for Few-Shot Learning

Language: Python - Size: 37.6 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 39 - Forks: 6

GT4SD/multitask_text_and_chemistry_t5

Code for "Unifying Molecular and Textual Representations via Multi-task Language Modelling" @ ICML 2023

Language: Jupyter Notebook - Size: 422 KB - Last synced at: 7 days ago - Pushed at: 8 months ago - Stars: 38 - Forks: 1

VICO-UoE/UniversalRepresentations

Universal Representations: A Unified Look at Multiple Task and Domain Learning

Language: Python - Size: 2.36 MB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 38 - Forks: 2

jinglescode/ssvep-multi-task-learning

Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.

Language: Python - Size: 6.75 MB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 4

Luvata/CS330-Stanford-Deep-Multi-Task-and-Meta-Learning

My notes and assignment solutions for Stanford CS330 (Fall 2019 & 2020) Deep Multi-Task and Meta Learning

Language: Jupyter Notebook - Size: 4.55 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 34 - Forks: 12

PurdueDigitalTwin/REDFormer

Official codebase for the paper 'Radar Enlighten the Dark: Enhancing Low-Visibility Perception for Automated Vehicles with Camera-Radar Fusion

Language: Python - Size: 992 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 32 - Forks: 3

aiola-lab/corener

Multi-task model for named-entity recognition, relation extraction, entity mention detection and coreference resolution.

Language: Python - Size: 107 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 30 - Forks: 4

jbji/RepVF

[ECCV 2024] Official implementation for "RepVF: A Unified Vector Fields Representation for Multi-task 3D Perception"

Language: Python - Size: 2.45 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 29 - Forks: 3

chenwr727/esmm_mmoe_deepfm

基于ESMM、MMoE和deepFM的多目标模型

Language: Python - Size: 1.6 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 26 - Forks: 6

ishalyminov/multitask_disfluency_detection

Code for the paper "Multi-Task Learning for Domain-General Spoken Disfluency Detection in Dialogue Systems" (Igor Shalyminov, Arash Eshghi, and Oliver Lemon)

Language: Python - Size: 9.58 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 2

peace195/multitask-learning-protein-prediction

Multitask learning: protein secondary structure prediction, b-values prediction and solvent-accessibility prediction

Language: Python - Size: 24 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 24 - Forks: 7

dai08srhg/ESMM

PyTorch implementation of Entire Space Multitask Model (ESMM)

Language: Python - Size: 8.79 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 23 - Forks: 0

ovcharenkoo/mtl_low

Multi-task learning for low-frequency extrapolation and elastic model building

Language: Jupyter Notebook - Size: 43.3 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 4

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

KentoNishi/JTR-CVPR-2024

[CVPR 2024] Joint-Task Regularization for Partially Labeled Multi-Task Learning

Language: Python - Size: 2.29 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 21 - Forks: 1

bond005/yandex-shifts-weather

The best solution of the Weather Prediction track in the Yandex Shifts challenge

Language: Jupyter Notebook - Size: 316 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 1

TheCodez/pytorch-box2pix

WIP implementation of "Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes"

Language: Python - Size: 63.5 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 20 - Forks: 7

yuan-yin/CoDA

Generalizing to New Physical Systems via Context-Informed Dynamics Model

Language: Python - Size: 28.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 2

gmgeorg/pypsps

Predictive State Propensity Subclassification (PSPS): A causal deep learning algoritm in TensorFlow keras

Language: Jupyter Notebook - Size: 5.54 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 1

ai-forever/fbc2_aij2022

FusionBrain Challenge 2.0: creating multimodal multitask model

Language: Python - Size: 26.4 MB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 1

yudasong/briee

Representation Learning in RL

Language: Python - Size: 29.3 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 16 - Forks: 1

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

mldlproject/2021-iCYP-MFE

Source code and data of the paper entitled "iCYP-MFE: Identifying Human Cytochrome P450 Inhibitors using Multi-task Learning and Molecular Fingerprint-embedded Encoding"

Language: Python - Size: 10.8 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 3

MikeWangWZHL/Zemi

Repo for "Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks" ACL 2023 Findings

Language: Python - Size: 30.5 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 15 - Forks: 0

tuantran23012000/PHN-CSF

Code for "A Framework for Controllable Pareto Front Learning with Completed Scalarization Functions and its Applications"

Language: Python - Size: 61.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 14 - Forks: 0

Baijiong-Lin/MOML

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

Language: Python - Size: 250 KB - Last synced at: 22 days ago - Pushed at: 9 months ago - Stars: 14 - Forks: 2

jcblaisecruz02/Tagalog-fake-news

Fake news detection in Filipino via Multitask Transfer Learning

Size: 1.24 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 13 - Forks: 2

chao1224/SGNN-EBM

Structured Multi-task Learning for Molecular Property Prediction, AISTATS'22 (https://proceedings.mlr.press/v151/liu22e.html)

Language: Python - Size: 468 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 0

BDBC-KG-NLP/Recurrent_Interaction_Network_EMNLP2020

Here is the code for the paper ``Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations'' accepted by EMNLP2020.

Language: Python - Size: 72.2 MB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 6

abhinav-bohra/Emotional-Analysis-Multitasking-Framework

My implementation of the research paper - All-in-One: Emotion, Sentiment and Intensity Prediction using a Multi-task Ensemble Framework

Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 2

salomonhotegni/MDMTN

Source code for the paper titled "Multi-Objective Optimization for Sparse Deep Multi-Task Learning"

Language: Python - Size: 690 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 12 - Forks: 2

tso1257771/RockNet

Rockfall and earthquake detection and association via multitask learning and transfer learning

Language: Python - Size: 74.8 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 0

Rishabbh-Sahu/intent_and_slot_classification

One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help classify both together using Joint Model (multitask model). BERT_SMALL is used which can be changed to any other BERT variant.

Language: Python - Size: 32.1 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 1

vita-epfl/rock-pytorch

A PyTorch implementation of "Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection"

Language: Python - Size: 4.08 MB - Last synced at: 12 months ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 1

tso1257771/RED-PAN

This is the official implementation of Real-time Earthquake Detection and Phase-picking with multi-task Attention Network

Language: Python - Size: 106 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 1

deargen/MT-ENet

Repository for "Improving evidential deep learning via multi-task learning," published in AAAI2022

Language: Python - Size: 14.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 11 - Forks: 0

firojalam/COVID-19-disinformation

Dataset: Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society

Language: Jupyter Notebook - Size: 875 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 4

anujanegi/VQA

Visual Question Answering System

Language: Python - Size: 181 MB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 0

xry21xdj/FedMGDA-M

This is the code for paper “accelerating communication-efficient federated multi-task learning with personalization and Fairness”. Besides, we compared them with other accelerated methods: FedMom FedNAG FedAdam DOMO FastSlowMo Mime, FedMoS, FedGLOMO

Language: Python - Size: 139 KB - Last synced at: about 16 hours ago - Pushed at: about 17 hours ago - Stars: 10 - Forks: 1

ErkanMilli/3MT-RoadSeg

Multi-Modal Multi-Task (3MT) Road Segmentation, IEEE RA-L 2023

Language: Python - Size: 23.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 1

SahilC/multitask-eye-disease-recognition

Multitask learning for eye disease recognition

Language: Python - Size: 85 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 6

xingniu/multitask-ft-fsmt

Multi-Task Neural Models for Translating Between Styles Within and Across Languages

Language: Shell - Size: 469 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 3

MyungsuChae/IROS2018_ws

End-to-end multimodal emotion and gender recognition with dynamic weights of joint loss

Language: Python - Size: 22.5 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 3

VirtuosoResearch/Multitask-learning-reference-repository

Recent papers and projects in multitask Learning, fine-tuning, and their applications

Size: 351 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 9 - Forks: 1

MyNameIsPHP/faceprecision

Faceprecision is a comprehensive face analysis project leveraging advanced deep learning and computer vision techniques. This project includes a modules and source codes for detecting and analyzing various facial attributes such as age, emotion, gender, the presence of a mask, race and skin tone.

Language: Jupyter Notebook - Size: 727 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 9 - Forks: 0

lhkhiem28/X3ECGpp

Language: Python - Size: 276 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 1

sairahul/mlexperiments

Machine learning model implementations using pytorch, fastai, pytorch-lightning

Language: Jupyter Notebook - Size: 36.4 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 9 - Forks: 2

LLNL/MTL-suite

Suite of multitask learning methods.

Language: Python - Size: 77.1 KB - Last synced at: 13 days ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 5

rsyamil/latent-space-data-assimilation-lsda

Ensemble-based history matching method with latent-space proxy model for nonlinear forward model and non-Gaussian models.

Language: Jupyter Notebook - Size: 169 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 5

Related Topics
deep-learning 70 pytorch 46 machine-learning 37 bert 18 natural-language-processing 18 nlp 18 computer-vision 17 tensorflow 16 transfer-learning 15 python 11 classification 11 cnn 8 keras 8 multiobjective-optimization 8 lstm 8 neural-network 8 transformer 7 multi-task-learning 7 neural-networks 7 deep-neural-networks 7 segmentation 7 regression 6 mtl 6 ner 6 federated-learning 5 continual-learning 5 recommender-system 5 semantic-segmentation 5 few-shot-learning 5 text-classification 5 multilingual 5 large-language-models 5 transformers 5 domain-adaptation 4 resnet 4 multitask 4 resnet-50 4 multi-objective-optimization 4 tensorflow2 4 representation-learning 4 causal-inference 4 attention-mechanism 4 image-classification 4 reinforcement-learning 4 multimodal-learning 4 python3 4 meta-learning 4 dataset 4 language-model 4 machine-learning-algorithms 3 autoencoder 3 sentiment-classification 3 causality 3 named-entity-recognition 3 pytorch-lightning 3 object-detection 3 fine-tuning 3 uncertainty 3 knowledge-distillation 3 keras-tensorflow 3 rnn 3 convolutional-neural-network 3 classification-algorithm 3 sequence-labeling 3 multimodal-data 3 zero-shot-learning 3 multitasking 3 bilstm 3 crf 3 multilabel-classification 3 depth-estimation 3 cancer 3 image-processing 3 ssd 3 esmm 3 mmoe 3 artificial-intelligence 3 autonomous-driving 3 semi-supervised-learning 3 intent-classification 3 pretrained-models 3 covid-19 2 bert-model 2 image-quality-assessment 2 roberta 2 lifelong-learning 2 graph-neural-networks 2 deeplearning 2 numpy 2 pytorch-implementation 2 matrix-factorization 2 unsupervised-learning 2 scikit-learn 2 diffuse-optical-tomography 2 image-reconstruction 2 lesion-detection 2 localization 2 probe 2 real-time 2 multiobjective-learning 2