A Dozen Tricks with Multitask Learning

Lecture Notes in Computer Science - Neural Networks: Tricks of the Trade ◽

10.1007/978-3-642-35289-8_12 ◽

2012 ◽

pp. 163-189 ◽

Author(s):

Rich Caruana

Keyword(s):

Multitask Learning

Download Full-text

YolTrack: Multitask Learning Based Real-Time Multiobject Tracking and Segmentation for Autonomous Vehicles

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3056383 ◽

2021 ◽

pp. 1-11

Author(s):

Xuepeng Chang ◽

Huihui Pan ◽

Weichao Sun ◽

Huijun Gao

Keyword(s):

Real Time ◽

Autonomous Vehicles ◽

Multitask Learning ◽

Multiobject Tracking

Download Full-text

Joint Sparse Representation and Multitask Learning for Hyperspectral Anomaly Detection

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9323657 ◽

2020 ◽

Author(s):

Yuxiang Zhang ◽

Kai He ◽

Yanni Dong ◽

Ke Wu ◽

Tao Chen

Keyword(s):

Anomaly Detection ◽

Sparse Representation ◽

Multitask Learning ◽

Joint Sparse Representation

Download Full-text

An accurate prediction method of multiple deterioration forms of tool based on multitask learning with low rank tensor constraint

Journal of Manufacturing Systems ◽

10.1016/j.jmsy.2020.11.018 ◽

2021 ◽

Vol 58 ◽

pp. 193-204

Author(s):

Changqing Liu ◽

Jincheng Ni ◽

Peng Wan

Keyword(s):

Prediction Method ◽

Multitask Learning ◽

Accurate Prediction ◽

Low Rank ◽

Download Full-text

Improved Multitask Learning in Neural Networks for Predicting Selective Compounds

Proceedings of the 2020 4th High Performance Computing and Cluster Technologies Conference & 2020 3rd International Conference on Big Data and Artificial Intelligence ◽

10.1145/3409501.3409522 ◽

2020 ◽

Author(s):

BoNing Liu

Keyword(s):

Neural Networks ◽

Multitask Learning

Download Full-text

Spectral-Spatial Hyperspectral Unmixing Using Multitask Learning

IEEE Access ◽

10.1109/access.2019.2944072 ◽

2019 ◽

Vol 7 ◽

pp. 148861-148872 ◽

Author(s):

Burkni Palsson ◽

Johannes R. Sveinsson ◽

Magnus O. Ulfarsson

Keyword(s):

Multitask Learning ◽

Hyperspectral Unmixing

Download Full-text

Learning Task Grouping using Supervised Task Space Partitioning in Lifelong Multitask Learning

Proceedings of the 24th ACM International on Conference on Information and Knowledge Management - CIKM '15 ◽

10.1145/2806416.2806570 ◽

2015 ◽

Author(s):

Meenakshi Mishra ◽

Jun Huan

Keyword(s):

Learning Task ◽

Multitask Learning ◽

Space Partitioning

Download Full-text

Breast cancer diagnosis method based on multitask learning and BI-RADS assessments

Proceedings of the 2020 Conference on Artificial Intelligence and Healthcare ◽

10.1145/3433996.3434045 ◽

2020 ◽

Author(s):

Chaoyun Wang ◽

Hongwei Mo

Keyword(s):

Breast Cancer ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Multitask Learning ◽

Diagnosis Method

Download Full-text

Stock Price Prediction using Bi-Directional LSTM based Sequence to Sequence Modeling and Multitask Learning

2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) ◽

10.1109/uemcon51285.2020.9298066 ◽

2020 ◽

Author(s):

Siddartha Mootha ◽

Sashank Sridhar ◽

Rahul Seetharaman ◽

S. Chitrakala

Keyword(s):

Stock Price ◽

Multitask Learning ◽

Sequence Modeling ◽

Stock Price Prediction ◽

Price Prediction

Download Full-text

Scalable hierarchical multitask learning algorithms for conversion optimization in display advertising

Proceedings of the 7th ACM international conference on Web search and data mining - WSDM '14 ◽

10.1145/2556195.2556264 ◽

2014 ◽

Author(s):

Amr Ahmed ◽

Abhimanyu Das ◽

Alexander J. Smola

Keyword(s):

Learning Algorithms ◽

Multitask Learning ◽

Display Advertising

Download Full-text

A New Adaptive Feedback Learning Algorithm for Multitask Learning

2012 Spring Congress on Engineering and Technology ◽

10.1109/scet.2012.6341899 ◽

2012 ◽

Author(s):

Zhenxing Li ◽

Yong Qi ◽

Weihua Li

Keyword(s):

Learning Algorithm ◽

Multitask Learning ◽

Adaptive Feedback ◽

Feedback Learning

Download Full-text