Keyword : multi-task learning


From Easy to Difficult: A Self-Paced Multi-Task Joint Sparse Representation Method
Lihua GUO 
Publication:   
Publication Date: 2018/08/01
Vol. E101-D  No. 8 ; pp. 2115-2122
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
multi-task learningsparse representationself-paced learningcurriculum learning
 Summary | Full Text:PDF(354.7KB)

A Joint Neural Model for Fine-Grained Named Entity Classification of Wikipedia Articles
Masatoshi SUZUKI Koji MATSUDA Satoshi SEKINE Naoaki OKAZAKI Kentaro INUI 
Publication:   
Publication Date: 2018/01/01
Vol. E101-D  No. 1 ; pp. 73-81
Type of Manuscript:  Special Section PAPER (Special Section on Semantic Web and Linked Data)
Category: 
Keyword: 
named entity classificationwikipediamulti-task learningneural network
 Summary | Full Text:PDF(985.3KB)

Multi-Task Learning in Deep Neural Networks for Mandarin-English Code-Mixing Speech Recognition
Mengzhe CHEN Jielin PAN Qingwei ZHAO Yonghong YAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/10/01
Vol. E99-D  No. 10 ; pp. 2554-2557
Type of Manuscript:  Special Section LETTER (Special Section on Recent Advances in Machine Learning for Spoken Language Processing)
Category: Acoustic modeling
Keyword: 
multi-task learningdeep neural networkMandarin-English code mixingspeech recognition
 Summary | Full Text:PDF(205.3KB)

DNN-Based Voice Activity Detection with Multi-Task Learning
Tae Gyoon KANG Nam Soo KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/02/01
Vol. E99-D  No. 2 ; pp. 550-553
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
deep neural networkvoice activity detectionmulti-task learning
 Summary | Full Text:PDF(137.5KB)

Multi-Task Object Tracking with Feature Selection
Xu CHENG Nijun LI Tongchi ZHOU Zhenyang WU Lin ZHOU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/06/01
Vol. E98-A  No. 6 ; pp. 1351-1354
Type of Manuscript:  LETTER
Category: Image
Keyword: 
visual trackingsparse representationmulti-task learningfeature selection
 Summary | Full Text:PDF(2MB)

Tree-Based Ensemble Multi-Task Learning Method for Classification and Regression
Jaak SIMM Ildefons MAGRANS DE ABRIL Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/06/01
Vol. E97-D  No. 6 ; pp. 1677-1681
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
machine learningmulti-task learningtree-based methodsensemble methods
 Summary | Full Text:PDF(180.3KB)

Locality-Constrained Multi-Task Joint Sparse Representation for Image Classification
Lihua GUO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/09/01
Vol. E96-D  No. 9 ; pp. 2177-2181
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
image classificationmulti-task learningsparse representationmanifold learning
 Summary | Full Text:PDF(404.2KB)

Multi-Task Approach to Reinforcement Learning for Factored-State Markov Decision Problems
Jaak SIMM Masashi SUGIYAMA Hirotaka HACHIYA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/10/01
Vol. E95-D  No. 10 ; pp. 2426-2437
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
reinforcement learningmulti-task learningtransfer learningfactored state modelsMarkov decision process
 Summary | Full Text:PDF(508.1KB)