Multi-task Representation Learning for Demographic Prediction

Lecture Notes in Computer Science - Advances in Information Retrieval ◽

10.1007/978-3-319-30671-1_7 ◽

2016 ◽

pp. 88-99 ◽

Author(s):

Pengfei Wang ◽

Jiafeng Guo ◽

Yanyan Lan ◽

Jun Xu ◽

Xueqi Cheng

Keyword(s):

Representation Learning ◽

Task Representation ◽

Demographic Prediction

Download Full-text

A deep multi-task representation learning method for time series classification and retrieval

Information Sciences ◽

10.1016/j.ins.2020.12.062 ◽

2021 ◽

Vol 555 ◽

pp. 17-32

Author(s):

Ling Chen ◽

Donghui Chen ◽

Fan Yang ◽

Jianling Sun

Keyword(s):

Time Series ◽

Representation Learning ◽

Learning Method ◽

Time Series Classification ◽

Task Representation

Download Full-text

A multi-task representation learning approach for source code

Proceedings of the 1st ACM SIGSOFT International Workshop on Representation Learning for Software Engineering and Program Languages ◽

10.1145/3416506.3423575 ◽

2020 ◽

Author(s):

Deze Wang ◽

Wei Dong ◽

Shanshan Li

Keyword(s):

Source Code ◽

Representation Learning ◽

Learning Approach ◽

Task Representation

Download Full-text

Multi-task Representation Learning for Travel Time Estimation

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining ◽

10.1145/3219819.3220033 ◽

2018 ◽

Author(s):

Yaguang Li ◽

Kun Fu ◽

Zheng Wang ◽

Cyrus Shahabi ◽

Jieping Ye ◽

...

Keyword(s):

Travel Time ◽

Time Estimation ◽

Representation Learning ◽

Travel Time Estimation ◽

Task Representation

Download Full-text

Multi-task Representation Learning for Enhanced Emotion Categorization in Short Text

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-319-57529-2_26 ◽

2017 ◽

pp. 324-336 ◽

Author(s):

Anirban Sen ◽

Manjira Sinha ◽

Sandya Mannarswamy ◽

Shourya Roy

Keyword(s):

Representation Learning ◽

Task Representation ◽

Download Full-text

Facial Attributes Classification Using Multi-task Representation Learning

2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) ◽

10.1109/cvprw.2016.99 ◽

2016 ◽

Author(s):

Max Ehrlich ◽

Timothy J. Shields ◽

Timur Almaev ◽

Mohamed R. Amer

Keyword(s):

Representation Learning ◽

Task Representation ◽

Facial Attributes

Download Full-text

M-SQL: Multi-Task Representation Learning for Single-Table Text2sql Generation

IEEE Access ◽

10.1109/access.2020.2977613 ◽

2020 ◽

Vol 8 ◽

pp. 43156-43167 ◽

Author(s):

Xiaoyu Zhang ◽

Fengjing Yin ◽

Guojie Ma ◽

Bin Ge ◽

Weidong Xiao

Keyword(s):

Representation Learning ◽

Task Representation

Download Full-text

Action-Affect-Gender Classification Using Multi-task Representation Learning

2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) ◽

10.1109/cvprw.2017.279 ◽

2017 ◽

Author(s):

Timothy J. Shields ◽

Mohamed R. Amer ◽

Max Ehrlich ◽

Amir Tamrakar

Keyword(s):

Representation Learning ◽

Gender Classification ◽

Task Representation

Download Full-text

Cross-Task Representation Learning for Anatomical Landmark Detection

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-59861-7_59 ◽

2020 ◽

pp. 583-592

Author(s):

Zeyu Fu ◽

Jianbo Jiao ◽

Michael Suttie ◽

J. Alison Noble

Keyword(s):

Representation Learning ◽

Anatomical Landmark ◽

Landmark Detection ◽

Task Representation

Download Full-text

Two-Stage Multi-Task Representation Learning for Synthetic Aperture Radar (SAR) Target Images Classification

Sensors ◽

10.3390/s17112506 ◽

2017 ◽

Vol 17 (11) ◽

pp. 2506 ◽

Author(s):

Xinzheng Zhang ◽

Yijian Wang ◽

Zhiying Tan ◽

Dong Li ◽

Shujun Liu ◽

...

Keyword(s):

Synthetic Aperture Radar ◽

Representation Learning ◽

Synthetic Aperture ◽

Two Stage ◽

Task Representation ◽

Download Full-text

A Multi-Task Representation Learning Architecture for Enhanced Graph Classification

Frontiers in Neuroscience ◽

10.3389/fnins.2019.01395 ◽

2020 ◽

Vol 13 ◽

Author(s):

Yu Xie ◽

Maoguo Gong ◽

Yuan Gao ◽

A. K. Qin ◽

Xiaolong Fan

Keyword(s):

Representation Learning ◽

Graph Classification ◽

Task Representation

Download Full-text