85 results found Sort:

namisan
mt-dnn namisan
412
2.2k
mit
59
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 8 months ago
median-research-group
LibMTL median-research-group
190
2.0k
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
168 commits to main branch, last one about a month ago
alibaba
EasyRec alibaba
329
1.8k
apache-2.0
50
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
331 commits to master branch, last one 6 days ago
NVlabs
prismer NVlabs
75
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 10 months ago
huggingface
hmtl huggingface
146
1.2k
mit
87
🌊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 3 years ago
megvii-research
PETR megvii-research
132
873
other
13
[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
SimonVandenhende
Multi-Task-Learning-PyTorch SimonVandenhende
114
780
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 2 years ago
SinclairCoder
Instruction-Tuning-Papers SinclairCoder
24
756
unknown
16
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
thuiar
MMSA thuiar
109
699
mit
10
MMSA is a unified framework for Multimodal Sentiment Analysis.
dataset framework multi-task-learning multimodal-sentiment-analysis
Created 2020-04-21
130 commits to master branch, last one about a month ago
drawbridge
keras-mmoe drawbridge
221
694
mit
15
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
lambdaji
tf_repos lambdaji
318
681
unknown
44
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 5 years ago
thuml
awesome-multi-task-learning thuml
53
676
unknown
17
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
106 commits to main branch, last one 16 days ago
lorenmt
mtan lorenmt
109
676
mit
10
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 2 years ago
mbs0221-mlsys
Multitask-Learning mbs0221-mlsys
143
646
unknown
28
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 3 years ago
codefuse-ai
MFTCoder codefuse-ai
68
637
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 8 days ago
maudzung
TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch maudzung
159
604
unknown
26
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
xlang-ai
UnifiedSKG xlang-ai
58
550
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
JayYip
m3tl JayYip
125
546
apache-2.0
19
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 about a year ago
AlaaLab
InstructCV AlaaLab
47
520
other
32
[ 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 6 months ago
OpenBMB
CPM-Live OpenBMB
40
511
unknown
21
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
CLUEbenchmark
pCLUE CLUEbenchmark
56
469
unknown
7
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
santi-pdp
pase santi-pdp
87
439
mit
22
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
LongmaoTeamTf
deep_recommenders LongmaoTeamTf
108
325
apache-2.0
7
Deep Recommenders
ranking retrieval deep-learning multi-task-learning recommendation-system
Created 2020-03-24
659 commits to master branch, last one 2 years ago
smousavi05
EQTransformer smousavi05
149
319
mit
6
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 6 months ago
WeiChengTseng
Pytorch-PCGrad WeiChengTseng
43
308
bsd-3-clause
5
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
prismformore
Multi-Task-Transformer prismformore
23
300
mit
7
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 7 months ago
WeiHongLee
Awesome-Multi-Task-Learning WeiHongLee
25
299
unknown
8
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
81 commits to main branch, last one about a month ago
yhlleo
DeepSegmentor yhlleo
81
264
other
3
A Pytorch implementation of DeepCrack and RoadNet projects.
dataset deep-learning edge-detection road-detection crack-detection image-segmentation multi-task-learning centerline-detection deep-neural-networks
Created 2019-06-08
292 commits to master branch, last one about a year ago
raunak-agarwal
instruction-datasets raunak-agarwal
13
237
unknown
9
All available datasets for Instruction Tuning of Large Language Models
gpt-3 gpt-4 alpaca chatgpt dataset gpt4all sharegpt open-assistant chain-of-thought instruction-tuning multi-task-learning large-language-models
Created 2023-03-31
58 commits to main branch, last one 11 months ago
EnnengYang
Awesome-Model-Merging-Methods-Theories-Applications EnnengYang
10
218
unknown
4
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
llms robustness model-fusion meta-learning model-merging attack-defense generalization diffusion-models generative-model knowledge-fusion ensemble-learning few-shot-learning foundation-models transfer-learning continual-learning federated-learning zero-shot-learning multi-task-learning large-language-models multi-domain-learning
Created 2024-06-19
109 commits to main branch, last one 6 days ago