Abstraction in Data-Sparse Task Transfer

Artificial Intelligence ◽

10.1016/j.artint.2021.103551 ◽

2021 ◽

pp. 103551

Author(s):

Tesca Fitzgerald ◽

Ashok Goel ◽

Andrea Thomaz

Keyword(s):

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A multi-task transfer learning method with dictionary learning

Knowledge-Based Systems ◽

10.1016/j.knosys.2019.105233 ◽

2020 ◽

Vol 191 ◽

pp. 105233 ◽

Author(s):

Xin Zheng ◽

Luyue Lin ◽

Bo Liu ◽

Yanshan Xiao ◽

Xiaoming Xiong

Keyword(s):

Transfer Learning ◽

Dictionary Learning ◽

Learning Method ◽

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Multi-Task Transfer Learning with Data Augmentation for Recognizing Question Entailment in the Medical Domain

10.1109/ichi52183.2021.00058 ◽

2021 ◽

Author(s):

Mourad Sarrouti ◽

Asma Ben Abacha ◽

Dina Demner-Fushman

Keyword(s):

Transfer Learning ◽

Data Augmentation ◽

Task Transfer ◽

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Clustering Learning Tasks and the Selective Cross-Task Transfer of Knowledge

Learning to Learn ◽

10.1007/978-1-4615-5529-2_10 ◽

1998 ◽

pp. 235-257 ◽

Author(s):

Sebastian Thrun ◽

Joseph O’Sullivan

Keyword(s):

Transfer Of Knowledge ◽

Learning Tasks ◽

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Scientific Keyphrase Identification and Classification by Pre-Trained Language Models Intermediate Task Transfer Learning

10.18653/v1/2020.coling-main.472 ◽

2020 ◽

Author(s):

Seoyeon Park ◽

Cornelia Caragea

Keyword(s):

Transfer Learning ◽

Language Models ◽

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2M BeautyNet: Facial Beauty Prediction Based on Multi-Task Transfer Learning

IEEE Access ◽

10.1109/access.2020.2968837 ◽

2020 ◽

Vol 8 ◽

pp. 20245-20256 ◽

Author(s):

Junying Gan ◽

Li Xiang ◽

Yikui Zhai ◽

Chaoyun Mai ◽

Guohui He ◽

...

Keyword(s):

Transfer Learning ◽

Facial Beauty ◽

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Task transfer: another pressure for evolution of the medical profession

The Medical Journal of Australia ◽

10.5694/j.1326-5377.2006.tb00447.x ◽

2006 ◽

Vol 185 (1) ◽

pp. 29-31 ◽

Author(s):

Martin B Van Der Weyden

Keyword(s):

Medical Profession ◽

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Cross-domain and multi-task transfer learning of deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis

Medical Imaging 2018: Computer-Aided Diagnosis ◽

10.1117/12.2293412 ◽

2018 ◽

Author(s):

Ravi K. Samala ◽

Heang-Ping Chan ◽

Lubomir M. Hadjiiski ◽

Mark A. Helvie ◽

Caleb Richter ◽

...

Keyword(s):

Breast Cancer ◽

Neural Network ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Cancer Diagnosis ◽

Digital Breast Tomosynthesis ◽

Breast Cancer Diagnosis ◽

Breast Tomosynthesis ◽

Cross Domain ◽

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Regularized Evolutionary Multi-Task Optimization: Learning to Inter-Task Transfer in Aligned Subspace

IEEE Transactions on Evolutionary Computation ◽

10.1109/tevc.2020.3023480 ◽

2020 ◽

pp. 1-1

Author(s):

Zedong Tang ◽

Maoguo Gong ◽

Yue Wu ◽

Wenfeng Liu ◽

Yu Xie

Keyword(s):

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Multiple-Task Transfer Effects in Perceptual-Motor Learning

Research Quarterly American Association for Health Physical Education and Recreation ◽

10.1080/10671188.1967.10613419 ◽

1967 ◽

Vol 38 (3) ◽

pp. 485-493

Author(s):

Richard S. Rivenes

Keyword(s):

Motor Learning ◽

Transfer Effects ◽

Task Transfer ◽

Perceptual Motor Learning ◽

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Probabilistic Policy Reuse for inter-task transfer learning

Robotics and Autonomous Systems ◽

10.1016/j.robot.2010.03.007 ◽

2010 ◽

Vol 58 (7) ◽

pp. 866-871 ◽

Author(s):

Fernando Fernández ◽

Javier García ◽

Manuela Veloso

Keyword(s):

Transfer Learning ◽

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