Search Results - RepositoryStats

217

2.3k

mit

18

A PyTorch Library for Multi-Task Learning

mtl ple mmoe python pytorch deep-learning multitask-learning multi-task-learning multi-domain-learning multiobjective-optimization multi-objective-optimization

Created 2021-12-18

174 commits to main branch, last one 12 days ago

mt-dnn namisan

412

2.2k

mit

58

Multi-Task Deep Neural Networks for Natural Language Understanding

nlp bert pytorch ranking microsoft deep-learning multi-task-learning named-entity-recognition machine-reading-comprehension natural-language-understanding

Created 2019-02-19

582 commits to master branch, last one about a year ago

EasyRec alibaba

354

2.0k

apache-2.0

51

A framework for large scale recommendation algorithms.

din pdn dlrm dssm eges esmm mind automl deepfm autoint deepmatching wide-and-deep ctr-prediction capsule-network online-learning recommender-system multi-task-learning transformers-models recommendation-algorithms

Created 2020-12-08

346 commits to master branch, last one 10 days ago

prismer NVlabs

73

1.3k

other

16

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

vqa language-model image-captioning multi-task-learning vision-and-language multi-modal-learning vision-language-model

Created 2023-03-02

36 commits to main branch, last one about a year ago

hmtl huggingface

147

1.2k

mit

85

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

nlp pytorch multi-task-learning natural-language-processing

Created 2018-10-31

32 commits to master branch, last one 4 years ago

PETR megvii-research

140

937

other

14

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

multi-camera segmentation object-detection multi-task-learning 3d-position-embedding

Created 2022-06-06

64 commits to main branch, last one about a year ago

Multi-Task-Learning-PyTorch SimonVandenhende

111

803

other

17

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

nyud pascal pytorch eccv2020 segmentation computer-vision multi-task-learning scene-understanding

Created 2020-07-08

26 commits to master branch, last one 3 years ago

MMSA thuiar

121

784

mit

11

MMSA is a unified framework for Multimodal Sentiment Analysis.

dataset framework multi-task-learning multimodal-sentiment-analysis

Created 2020-04-21

132 commits to master branch, last one 3 months ago

Instruction-Tuning-Papers SinclairCoder

24

766

unknown

15

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

instruction generalization prompt-learning multi-task-learning instruction-following large-language-models cross-task-generalization natural-language-generation natural-language-processing natural-language-understanding

Created 2022-11-24

29 commits to main branch, last one about a year ago

awesome-multi-task-learning thuml

58

737

unknown

18

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

adapter awesome-list deep-learning loss-strategy computer-vision machine-learning transfer-learning multi-task-learning deep-neural-networks multi-domain-learning multi-task-architecture multi-task-optimization neural-language-processing

Created 2021-03-05

109 commits to main branch, last one 3 months ago

keras-mmoe drawbridge

224

710

mit

14

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

keras kdd2018 tensorflow data-science deep-learning machine-learning mixture-of-experts multi-task-learning deep-neural-networks

Created 2018-09-10

22 commits to master branch, last one 3 years ago

mtan lorenmt

109

693

mit

9

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

pytorch attention-model multi-task-learning

Created 2019-01-06

73 commits to master branch, last one 3 years ago

tf_repos lambdaji

315

684

unknown

42

TensorFlow Script

din pnn deepfm tensorflow deep-learning wide-and-deep ctr-prediction multi-task-learning

Created 2018-01-06

39 commits to master branch, last one 6 years ago

MFTCoder codefuse-ai

63

681

other

7

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

customizable user-friendly multi-model-support multi-task-learning multi-task-fine-tuning

Created 2023-09-07

147 commits to main branch, last one 5 months ago

Multitask-Learning mbs0221-mlsys

143

659

unknown

27

Awesome Multitask Learning Resources

deep-learning meta-learning sparse-learning machine-learning domain-adaptation few-shot-learning transfer-learning federated-learning convex-optimization multi-task-learning

Created 2018-11-02

56 commits to master branch, last one 4 years ago

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

169

644

unknown

25

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

ttnet pytorch dice-loss tabletennis segmentation table-tennis event-spotting event-detection sport-analytics multi-task-learning spatial-video-analysis distributed-data-parallel

Created 2020-05-12

259 commits to master branch, last one 4 years ago

UnifiedSKG xlang-ai

59

556

apache-2.0

12

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

nlp pytorch data-to-text prompt-learning text-generation semantic-parsing fact-verification question-answering multi-task-learning huggingface-datasets huggingface-transformers natural-language-processing structured-knowledge-grounding

Created 2021-12-14

92 commits to main branch, last one 2 years ago

m3tl JayYip

125

547

apache-2.0

18

BERT for Multitask Learning

cws ner nlp bert transformer part-of-speech encoder-decoder pretrained-models word-segmentation multitask-learning multi-task-learning text-classification named-entity-recognition

Created 2018-11-29

535 commits to master branch, last one 2 years ago

CPM-Live OpenBMB

40

506

unknown

20

Live Training for Open-source Big Models

nlp deep-learning multi-task-learning pretrained-language-model natural-language-generation natural-language-processing parameter-efficient-learning natural-language-understanding

Created 2022-05-21

525 commits to master branch, last one about a year ago

pCLUE CLUEbenchmark

59

489

unknown

6

pCLUE: 1000000+多任务提示学习数据集

clue chinese datasets promptclue prompt-learning zero-shot-learning multi-task-learning

Created 2022-09-30

23 commits to main branch, last one 2 years ago

InstructCV AlaaLab

50

463

other

20

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

text-to-image diffusion-models generative-model stable-diffusion multi-task-learning vision-language-model

Created 2023-02-04

128 commits to main branch, last one 11 months ago

pase santi-pdp

85

440

mit

21

Problem Agnostic Speech Encoder

pytorch deep-learning speech-processing waveform-analysis multi-task-learning unsupervised-learning self-supervised-learning

Created 2018-11-14

899 commits to master branch, last one 4 years ago

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

16

367

unknown

8

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

Created 2024-06-19

218 commits to main branch, last one 3 days ago

EQTransformer smousavi05

155

341

mit

7

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

stead global detection earthquakes transformer deep-learning phase-picking neural-network attention-mechanism multi-task-learning lstm-neural-networks

Created 2020-03-11

553 commits to master branch, last one 11 months ago

Awesome-Multi-Task-Learning WeiHongLee

28

338

unknown

7

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

multi-task loss-weight deep-learning computer-vision machine-learning multi-task-learning partially-supervised cross-domain-learning multi-domain-learning universal-representation

Created 2021-12-17

85 commits to main branch, last one 4 months ago

Pytorch-PCGrad WeiChengTseng

45

335

bsd-3-clause

4

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

rl mnist pytorch cifar-100 mulit-mnist deep-learning multi-task-rl pytorch-pcgrad gradient-surgery reimplementation multi-task-learning reinforcement-learning deep-reinforcement-learning multi-task-reinforcement-learning

Created 2020-08-25

17 commits to master branch, last one 3 years ago

deep_recommenders LongmaoTeamTf

108

327

apache-2.0

6

Deep Recommenders

ranking retrieval deep-learning multi-task-learning recommendation-system

Created 2020-03-24

659 commits to master branch, last one 3 years ago

Multi-Task-Transformer prismformore

25

309

mit

5

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"

nyudv2 pascal eccv2022 cityscapes segmentation cityscapes-3d deep-learning human-parsing computer-vision depth-estimation multi-task-learning scene-understanding

Created 2022-07-04

80 commits to main branch, last one 11 months ago