54 results found Sort:

salesforce
decaNLP salesforce
469
2.3k
bsd-3-clause
115
The Natural Language Decathlon: A Multitask Challenge for NLP
deep-learning multitask-learning natural-language-processing
Created 2018-06-20
110 commits to master branch, last one 3 years ago
median-research-group
LibMTL median-research-group
215
2.2k
mit
17
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
173 commits to main branch, last one about a month ago
hustvl
YOLOP hustvl
425
2.0k
mit
31
You Only Look Once for Panopitic Driving Perception.（MIR2022）
jetson-tx2 lane-detection object-detection autonomous-driving multitask-learning drivable-area-segmentation
Created 2021-08-25
65 commits to main branch, last one about a year ago
nyu-mll
jiant nyu-mll
296
1.7k
mit
42
jiant is an nlp toolkit
nlp bert transformers transfer-learning multitask-learning sentence-representation
Created 2018-06-18
1,930 commits to master branch, last one 2 years ago
clue-ai
PromptCLUE clue-ai
67
662
other
9
PromptCLUE, 全中文任务支持零样本学习模型
bert gpt-3 chinese roberta t5-model prompt-tuning few-shot-learning pretrained-models transfer-learning multitask-learning zero-shot-learning
Created 2022-09-29
84 commits to main branch, last one about a year ago
datvuthanh
HybridNets datvuthanh
124
621
mit
17
HybridNets: End-to-End Perception Network
bifpn detection hybridnets segmentation end2end-network autonomous-driving multitask-learning
Created 2021-12-23
227 commits to main branch, last one about a year ago
mahmoudnafifi
Deep_White_Balance mahmoudnafifi
71
553
other
25
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
cvpr20 cvpr2020 cvpr-2020 autoencoder auto-encoder deeplearning whitebalance white-balance color-constancy color-correction color-processing color-enhancement image-enhancement auto-white-balance color-manipulation deep-white-balance image-manipulation multitask-learning computational-photography
Created 2020-04-19
17 commits to master branch, last one about a year ago
JayYip
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
bigscience-workshop
xmtf bigscience-workshop
38
529
apache-2.0
6
Crosslingual Generalization through Multitask Finetuning
t5 mt0 bloom bloomz language-models multilingual-nlp instruction-tuning multitask-learning zero-shot-learning large-language-models
Created 2022-10-18
33 commits to master branch, last one 6 months ago
abess-team
abess abess-team
42
482
other
7
Fast Best-Subset Selection Library
r python scikit-learn cox-regression machine-learning feature-selection linear-regression multitask-learning ordinal-regression poisson-regression logistic-regression polynomial-algorithm best-subset-selection high-dimensional-data classification-algorithm sure-independence-screening principal-component-analysis robust-principal-component-analysis sparse-principal-component-analysis
Created 2020-12-20
2,762 commits to master branch, last one 6 months ago
Lifelong-Robot-Learning
LIBERO Lifelong-Robot-Learning
75
449
mit
7
Benchmarking Knowledge Transfer in Lifelong Robot Learning
benchmark manipulation robot-learning lifelong-learning imitation-learning multitask-learning
Created 2023-04-08
41 commits to master branch, last one 17 days ago
hellohaptik
multi-task-NLP hellohaptik
54
372
apache-2.0
19
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
nlp pytorch ranking nlp-apis nli-tasks entailment nlp-library nlp-datasets transformers context-awareness sequence-labeling multitask-learning intent-classification machine-comprehension sentence-classification named-entity-recognition
Created 2020-03-31
88 commits to master branch, last one 4 years ago
SimonVandenhende
Awesome-Multi-Task-Learning SimonVandenhende
51
370
unknown
16
A list of multi-task learning papers and projects.
research computer-vision machine-learning multitask-learning
Created 2020-08-24
60 commits to master branch, last one 3 years ago
DSXiangLi
ChineseNER DSXiangLi
58
316
unknown
5
中文NER的那些事儿
crf mrc msr ner bert msra muti-task bilstm-crf chinesener tensorflow tf-serving chinese-ner people-daily bert-bilstm-crf bert-fine-tuning data-augmentation multitask-learning tensorflow-serving tensorflow-serving-grpc adversarial-transfer-learning
Created 2021-04-17
91 commits to main branch, last one about a year ago
easezyc
Multitask-Recommendation-Library easezyc
50
311
mit
2
MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.
advertising ctr-prediction recommendation transfer-learning multitask-learning recommender-system multitask-recommendation
Created 2022-03-06
15 commits to main branch, last one 2 years ago
TorchJD
torchjd TorchJD
4
221
mit
4
Library for Jacobian descent with PyTorch. It enables optimization of neural networks with multiple losses (e.g. multi-task learning).
torch python pytorch optimization deep-learning jacobian-descent multitask-learning multi-task-learning multiobjective-optimization multi-objective-optimization
Created 2024-06-01
242 commits to main branch, last one a day ago
zwx8981
LIQE zwx8981
12
215
mit
1
[CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
clip multitask-learning vision-language-model image-quality-assessment blind-image-quality-assessment no-reference-image-quality-assessment
Created 2023-02-28
81 commits to main branch, last one 2 months ago
ifnspaml
SGDepth ifnspaml
26
204
mit
8
[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance
sgdepth depth-estimation depth-prediction self-supervision multitask-learning depth-from-single-images monocular-depth-estimation
Created 2020-07-06
10 commits to master branch, last one 4 years ago
nadeemlab
DeepLIIF nadeemlab
73
188
other
6
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]
pytorch ai-ready datasets multiplex pathology stitching cell-biology segmentation deep-learning pathology-gan pathology-image super-resolution cell-segmentation digital-pathology image-segmentation multitask-learning whole-slide-imaging immunohistochemistry cloud-native-applications immunohistochemical-images
Created 2021-04-15
507 commits to main branch, last one 11 days ago
hosseinshn
GradNorm hosseinshn
36
174
unknown
6
This in my Demo of Chen et al. "GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks" ICML 2018
multitask-learning
Created 2018-09-23
11 commits to master branch, last one 3 years ago
liuqidong07
MOELoRA-peft liuqidong07
19
154
mit
3
[SIGIR'24] The official implementation code of MOELoRA.
peft chatglm multi-task mixture-of-experts multitask-learning low-rank-adaptation peft-fine-tuning-llm large-language-models parameter-efficient-fine-tuning
Created 2023-10-19
21 commits to master branch, last one 8 months ago
OFA-Sys
OFASys OFA-Sys
13
147
apache-2.0
13
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models
nlp audio motion pytorch transformers deep-learning computer-vision pretrained-models multitask-learning multimodal-learning vision-and-language
Created 2022-12-08
48 commits to main branch, last one 2 years ago
mit-gfx
ContinuousParetoMTL mit-gfx
25
142
unknown
19
[ICML 2020] Efficient Continuous Pareto Exploration in Multi-Task Learning
pareto-front deep-learning neural-network machine-learning pareto-optimality multitask-learning pareto-optimal-solutions multiobjective-optimization
Created 2020-02-11
6 commits to master branch, last one 3 years ago
busesese
MultiTaskModel busesese
30
139
unknown
1
multi task mode for esmm and mmoe
esmm mmoe pytorch multitask-learning recommendation-algorithms
Created 2021-04-21
8 commits to main branch, last one 3 years ago
Cranial-XIX
CAGrad Cranial-XIX
16
121
mit
2
Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)
multitask-learning multiobjective-learning multiobjective-optimization
Created 2021-10-26
17 commits to main branch, last one about a year ago
prakharguptaz
Instructdial prakharguptaz
13
99
apache-2.0
4
Code for the paper Code for the paper InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
dialogue dialogue-system few-shot-learning multitask-learning zero-shot-learning dialogue-generation dialogue-understanding
Created 2022-05-20
46 commits to main branch, last one about a year ago
bhpfelix
MTLNAS bhpfelix
18
94
apache-2.0
2
[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
automl pytorch multitask-learning semantic-segmentation neural-architecture-search surface-normals-estimation convolutional-neural-networks
Created 2020-04-04
7 commits to master branch, last one 4 years ago
Adamdad
KnowledgeFactor Adamdad
5
89
apache-2.0
2
[ECCV2022] Factorizing Knowledge in Neural Networks
kd pytorch eccv2022 distillation deep-learning knowledge-transfer multitask-learning knowldge-distillation
Created 2022-06-27
91 commits to main branch, last one 2 years ago
LucasBoTang
GradNorm LucasBoTang
5
87
apache-2.0
1
PyTorch implementation of the GradNorm
python pytorch gradnorm deep-learning multitask-learning
Created 2022-08-26
50 commits to main branch, last one 6 months ago
xzhang2523
libmoon xzhang2523
3
86
mit
2
LibMOON is a standard and flexible framework to study gradient-based multiobjective optimization.
multitask-learning baysian-optimisation reinforcement-learning multiobjective-learning optimization-algorithms multiobjective-optimization
Created 2024-02-22
314 commits to main branch, last one 4 days ago