Search Results - RepositoryStats

decaNLP salesforce

470

2.3k

bsd-3-clause

117

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

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

YOLOP hustvl

413

1.9k

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

jiant nyu-mll

297

1.6k

mit

44

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

PromptCLUE clue-ai

68

655

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

HybridNets datvuthanh

121

595

mit

16

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 11 months ago

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

Deep_White_Balance mahmoudnafifi

69

538

other

27

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

xmtf bigscience-workshop

37

516

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 2 months ago

abess abess-team

41

474

other

8

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 2 months ago

multi-task-NLP hellohaptik

54

372

apache-2.0

20

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

Awesome-Multi-Task-Learning SimonVandenhende

52

362

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 2 years ago

ChineseNER DSXiangLi

58

310

unknown

7

中文NER的那些事儿

Created 2021-04-17

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

Multitask-Recommendation-Library easezyc

47

292

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 about a year ago

LIBERO Lifelong-Robot-Learning

39

249

mit

5

Benchmarking Knowledge Transfer in Lifelong Robot Learning

benchmark manipulation robot-learning lifelong-learning imitation-learning multitask-learning

Created 2023-04-08

38 commits to master branch, last one 11 months ago

SGDepth ifnspaml

26

204

mit

9

[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 3 years ago

LIQE zwx8981

11

196

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

80 commits to main branch, last one about a month ago

DeepLIIF nadeemlab

66

173

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]

Created 2021-04-15

456 commits to main branch, last one 22 days ago

GradNorm hosseinshn

36

169

unknown

7

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

torchjd TorchJD

1

154

mit

5

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

160 commits to main branch, last one 2 days ago

OFASys OFA-Sys

11

144

apache-2.0

14

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 about a year ago

ContinuousParetoMTL mit-gfx

25

135

unknown

20

[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

MultiTaskModel busesese

28

129

unknown

2

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

MOELoRA-peft liuqidong07

17

125

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 4 months ago

CAGrad Cranial-XIX

16

112

mit

3

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

Instructdial prakharguptaz

13

97

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

MTLNAS bhpfelix

18

92

apache-2.0

3

[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 3 years ago

KnowledgeFactor Adamdad

5

88

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

ntagger dsindex

13

86

unknown

8

reference pytorch code for named entity tagging

crf dsa ner bert glove bilstm pruning pytorch densenet quantization transformers sequence-labeling multitask-learning

Created 2019-12-04

705 commits to master branch, last one about a month ago

AuxiLearn AvivNavon

13

84

mit

5

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

computer-vision auxiliary-learning multitask-learning semantic-segmentation optimization-algorithms implicit-differentiation

Created 2020-06-07

30 commits to master branch, last one 2 years ago