median-research-group/LibMTL

A PyTorch Library for Multi-Task Learning

Language: Python - Size: 5.24 MB - Last synced at: 19 days ago - Pushed at: 25 days ago - Stars: 2,313 - Forks: 220

namisan/mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

Language: Python - Size: 1.97 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 2,250 - Forks: 412

alibaba/EasyRec

A framework for large scale recommendation algorithms.

Language: Python - Size: 114 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2,020 - Forks: 358

NVlabs/prismer

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

Language: Python - Size: 4.25 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 1,308 - Forks: 73

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: 3 days ago - Pushed at: almost 2 years ago - Stars: 1,195 - Forks: 147

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

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: 15 days ago - Pushed at: over 3 years ago - Stars: 811 - Forks: 112

thuiar/MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

Language: Python - Size: 9.04 MB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 809 - Forks: 121

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

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: 3 days ago - Pushed at: 3 days ago - Stars: 753 - Forks: 58

lorenmt/mtan

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

Language: Python - Size: 115 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 698 - Forks: 109

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: 18 days ago - Pushed at: 5 months ago - Stars: 686 - Forks: 63

lambdaji/tf_repos

TensorFlow Script

Language: Python - Size: 5.68 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 680 - Forks: 320

drawbridge/keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

Language: Python - Size: 9.11 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 670 - Forks: 219

mbs0221-mlsys/Multitask-Learning

Awesome Multitask Learning Resources

Size: 29.3 MB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 654 - Forks: 144

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: 16 days ago - Pushed at: 10 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: 15 days ago - Pushed at: almost 5 years ago - Stars: 617 - Forks: 83

xlang-ai/UnifiedSKG

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

Language: Python - Size: 21 MB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 557 - Forks: 60

JayYip/m3tl

BERT for Multitask Learning

Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 548 - Forks: 126

AlaaLab/InstructCV

[ ICLR 2024 ] Official Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"

Language: Python - Size: 76.1 MB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 516 - Forks: 46

OpenBMB/CPM-Live

Live Training for Open-source Big Models

Language: Python - Size: 1.11 MB - Last synced at: about 9 hours ago - Pushed at: about 2 years ago - Stars: 506 - Forks: 39

CLUEbenchmark/pCLUE

pCLUE: 1000000+多任务提示学习数据集

Language: Jupyter Notebook - Size: 192 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 494 - Forks: 59

santi-pdp/pase

Problem Agnostic Speech Encoder

Language: Python - Size: 10.2 MB - Last synced at: 7 months ago - Pushed at: almost 2 years ago - Stars: 439 - Forks: 87

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

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

Size: 1.28 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 425 - Forks: 19

smousavi05/EQTransformer

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

Language: Python - Size: 50.1 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 348 - Forks: 156

WeiHongLee/Awesome-Multi-Task-Learning

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

Size: 74.2 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 342 - Forks: 28

hwwang55/MKR

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

Language: Python - Size: 14.3 MB - Last synced at: 28 days ago - Pushed at: over 5 years ago - Stars: 328 - Forks: 110

LongmaoTeamTf/deep_recommenders

Deep Recommenders

Language: Python - Size: 2.3 MB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 327 - Forks: 108

tianheyu927/PCGrad

Code for "Gradient Surgery for Multi-Task Learning"

Language: Python - Size: 6.84 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 317 - Forks: 34

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 1 month ago - Pushed at: about 1 year ago - Stars: 308 - Forks: 25

yhlleo/DeepSegmentor

A Pytorch implementation of DeepCrack and RoadNet projects.

Language: Jupyter Notebook - Size: 43.9 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 268 - Forks: 81

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: 865 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 242 - Forks: 7

WeiChengTseng/Pytorch-PCGrad

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

Language: Python - Size: 563 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 241 - Forks: 40

AvivNavon/nash-mtl

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

Language: Python - Size: 762 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 194 - Forks: 25

raunak-agarwal/instruction-datasets

All available datasets for Instruction Tuning of Large Language Models

Size: 50.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 185 - Forks: 10

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: 27 days ago - Pushed at: about 4 years ago - Stars: 183 - Forks: 30

sileod/tasksource

Datasets collection and preprocessings framework for NLP extreme multitask learning

Language: Python - Size: 368 KB - Last synced at: 29 days ago - Pushed at: 5 months ago - Stars: 180 - Forks: 10

truongnmt/multi-task-learning

Multi-task learning smile detection, age and gender classification on GENKI4k, IMDB-Wiki dataset.

Language: Jupyter Notebook - Size: 409 MB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 177 - Forks: 54

lorenmt/maxl

The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].

Language: Python - Size: 108 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 167 - Forks: 28

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: 164 - Forks: 29

chrisby/torchMTL

A lightweight module for Multi-Task Learning in pytorch.

Language: Python - Size: 290 KB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 163 - Forks: 19

alibaba/TorchEasyRec

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

Language: Python - Size: 5.76 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 161 - Forks: 23

Coopercoppers/PFN

EMNLP 2021 - A Partition Filter Network for Joint Entity and Relation Extraction

Language: Python - Size: 10.8 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 157 - Forks: 17

sebastianruder/sluice-networks

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

Language: Python - Size: 182 KB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 152 - Forks: 35

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: about 1 month ago - Pushed at: about 6 years ago - Stars: 149 - Forks: 15

Correr-Zhou/RepMode

[CVPR 2023 (Highlight)] Offical implementation of the paper "RepMode: Learning to Re-parameterize Diverse Experts for Subcellular Structure Prediction".

Language: Python - Size: 21.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 148 - Forks: 1

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: about 1 month ago - Pushed at: 5 months ago - Stars: 142 - Forks: 19

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: 15 days ago - Pushed at: almost 2 years ago - Stars: 140 - Forks: 20

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 2 months ago - Pushed at: almost 3 years ago - Stars: 138 - Forks: 25

GuanRunwei/Achelous

Achelous: A Fast Unified Water-surface Panoptic Perception Framework based on Fusion of Monocular Camera and 4D mmWave Radar

Language: Python - Size: 67.3 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 135 - Forks: 7

lorenmt/auto-lambda

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

Language: Python - Size: 68.4 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 134 - Forks: 18

SunnyMarkLiu/lic2019-dureader2.0-rank2

Rank2 solution (no-BERT) for 2019 Language and Intelligence Challenge - DuReader2.0 Machine Reading Comprehension.

Language: Python - Size: 1.5 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 130 - Forks: 28

ivclab/CPG

Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019

Language: Python - Size: 19.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 118 - Forks: 22

jianing-sun/Mask-YOLO

Inspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice and Shapes. MobileNet supported.

Language: Jupyter Notebook - Size: 52.1 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 112 - Forks: 25

senwu/emmental

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

Language: Python - Size: 891 KB - Last synced at: 26 days ago - Pushed at: almost 2 years ago - Stars: 110 - Forks: 18

DFKI-NLP/TRE

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

Language: Python - Size: 43.9 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 108 - Forks: 12

amazon-science/meta-q-learning

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

Language: Python - Size: 2.42 MB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 103 - Forks: 18

wchliao/multi-task-image-classification

Multi-task learning for image classification implemented in PyTorch.

Language: Python - Size: 36.1 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 98 - Forks: 28

yhlleo/RoadNet

RoadNet: A Multi-task Benchmark Dataset for Road Detection, TGRS.

Size: 18.9 MB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 96 - Forks: 20

lidq92/CNNIQAplusplus

[unofficial] PyTorch Implementation of image quality assessment methods: IQA-CNN++ in ICIP2015 and IQA-CNN in CVPR2014

Language: Python - Size: 91.8 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 96 - Forks: 22

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: 10 days ago - Pushed at: 10 days ago - Stars: 89 - Forks: 25

hnuzhy/DirectMHP

Codes for my paper "DirectMHP: Direct 2D Multi-Person Head Pose Estimation with Full-range Angles"

Language: Python - Size: 41.2 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 89 - Forks: 8

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 1 month ago - Pushed at: 6 months ago - Stars: 88 - Forks: 11

DFKI-NLP/DISTRE

[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

Language: Python - Size: 31.3 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 85 - Forks: 13

zd11024/NaviLLM

[CVPR 2024] The code for paper 'Towards Learning a Generalist Model for Embodied Navigation'

Language: Python - Size: 69.3 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 83 - Forks: 6

gjy3035/PCC-Net

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network

Language: Python - Size: 676 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 76 - Forks: 18

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

Multi-label classification based on timm.

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

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 1 month ago - Pushed at: over 2 years ago - Stars: 72 - Forks: 5

shashanktyagi/HyperFace-TensorFlow-implementation

HyperFace

Language: Python - Size: 88.2 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 65 - Forks: 31

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: 5 months ago - Pushed at: 7 months ago - Stars: 62 - Forks: 3

DrSleep/DenseTorch 📦

An easy-to-use wrapper for work with dense per-pixel tasks in PyTorch (including multi-task learning)

Language: Python - Size: 5.68 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 62 - Forks: 8

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: about 2 months ago - Pushed at: over 1 year ago - Stars: 60 - Forks: 10

mit-wu-lab/IntersectionZoo

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

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 58 - Forks: 4

VICO-UoE/KD4MTL

Knowledge Distillation for Multi-task Learning (ECCV20 Workshops)

Language: Python - Size: 512 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 55 - Forks: 7

hardianlawi/MTL-Homoscedastic-Uncertainty

Multi Task Learning Implementation with Homoscedastic Uncertainty in Tensorflow

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 53 - 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: about 1 month 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: about 1 month ago - Pushed at: 3 months ago - Stars: 51 - Forks: 5

VICO-UoE/MTPSL

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

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

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

dbmptr/EPOSearch

Exact Pareto Optimal solutions for preference based Multi-Objective Optimization

Language: Python - Size: 52.7 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 46 - Forks: 13

zhangxiaoyu11/OmiEmbed

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

Language: Python - Size: 17.9 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 45 - Forks: 20

rrahmati/roboinstruct-2

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

Language: C++ - Size: 1.32 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 45 - Forks: 14

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: 2 months ago - Pushed at: about 1 year ago - Stars: 44 - Forks: 4

brdav/atrc

Exploring Relational Context for Multi-Task Dense Prediction [ICCV 2021]

Language: Python - Size: 129 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 44 - Forks: 3

TheMTank/cups-rl

Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"

Language: Python - Size: 55.2 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 44 - Forks: 7

jay15summer/Two-stage-TrAdaboost.R2

Language: Python - Size: 13.7 KB - Last synced at: 11 months ago - Pushed at: almost 7 years ago - Stars: 44 - Forks: 14

MaciejMazurowski/thyroid-us

Evaluation of Thyroid Nodules Seen on Ultrasound Using Multi-task Deep Convolutional Neural Network (CNN)

Language: Python - Size: 563 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 43 - Forks: 11

LanqingLi1993/FOCAL-ICLR

Code for FOCAL Paper Published at ICLR 2021

Language: Python - Size: 2.41 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 42 - Forks: 10

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: 3 months ago - Pushed at: 3 months ago - Stars: 41 - Forks: 2

NLPatVCU/multitasking_transformers

Multitask Learning with Pretrained Transformers

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

ivclab/agegenderLMTCNN

Jia-Hong Lee, Yi-Ming Chan, Ting-Yen Chen, and Chu-Song Chen, "Joint Estimation of Age and Gender from Unconstrained Face Images using Lightweight Multi-task CNN for Mobile Applications," IEEE International Conference on Multimedia Information Processing and Retrieval, MIPR 2018

Language: Python - Size: 289 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 39 - Forks: 3

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 1 month ago - Pushed at: about 1 month ago - Stars: 38 - Forks: 7

pochih/MNIST-multitask

6️⃣6️⃣6️⃣ Reproduce ICLR '18 under-reviewed paper "MULTI-TASK LEARNING ON MNIST IMAGE DATASETS"

Language: Python - Size: 11 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 37 - Forks: 17

katiana22/TL-DeepONet

Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.

Language: Python - Size: 8.99 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 7

UKPLab/mdl-stance-robustness

Multi-dataset stance detection and robustness experiments

Language: Python - Size: 480 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 36 - Forks: 12

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: 3 months ago - Pushed at: 3 months ago - Stars: 35 - Forks: 3

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 1 month ago - Pushed at: about 2 years ago - Stars: 33 - Forks: 6

liangfu/dspnet 📦

An Implementation of the Driving Scene Perception Network (DSPNet)

Language: Python - Size: 822 KB - Last synced at: about 2 months ago - Pushed at: about 7 years ago - Stars: 33 - Forks: 11

ayaanzhaque/MultiMix

MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images (ISBI 2021, MELBA 2021)

Language: Jupyter Notebook - Size: 17.5 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 32 - Forks: 5

BorealisAI/MMoEEx-MTL

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

Language: Python - Size: 31.4 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 32 - Forks: 4