multitask-learning topic

List multitask-learning repositories

DeepLIIF

165
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61
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Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]

Soft-Module

107
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19
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Code for "Multi-task Reinforcement Learning with Soft Modularization"

ntagger

86
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13
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reference pytorch code for named entity tagging

JointIDSF

78
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31
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BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

MTLNAS

91
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18
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[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

AuxiLearn

81
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12
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Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]

TaskRouting

64
Stars
16
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(ICCV 2019 Oral) Many Task Learning With Task Routing http://openaccess.thecvf.com/content_ICCV_2019/html/Strezoski_Many_Task_Learning_With_Task_Routing_ICCV_2019_paper.html

MultiTaskModel

111
Stars
24
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multi task mode for esmm and mmoe

MTL-AQA

54
Stars
15
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What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]

KnowledgeFactor

80
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5
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[ECCV2022] Factorizing Knowledge in Neural Networks