Search results for Pattern Recognition and Machine Learning

16 - Transfer Learning in Computer Vision
from Part II - Applications of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

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24 January 2020

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13 February 2020, pp 221-233
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9 - Multi-task Learning
from Part I - Foundations of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp 126-140
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Part I - Foundations of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp 1-2
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7 - Adversarial Transfer Learning
from Part I - Foundations of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp 93-104
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22 - Transfer Learning in Urban Computing
from Part II - Applications of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp 324-333
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18 - Transfer Learning in Dialogue Systems
from Part II - Applications of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp 257-278
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14 - Lifelong Machine Learning
from Part I - Foundations of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

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24 January 2020

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13 February 2020, pp 196-208
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19 - Transfer Learning in Recommender Systems
from Part II - Applications of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp 279-292
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20 - Transfer Learning in Bioinformatics
from Part II - Applications of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp 293-306
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5 - Relation-Based Transfer Learning
from Part I - Foundations of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp 58-67
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13 - Few-Shot Learning
from Part I - Foundations of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

Print publication:

13 February 2020, pp 177-195
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Contents
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp v-viii
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1 - Introduction
from Part I - Foundations of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp 3-22
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23 - Concluding Remarks
from Part II - Applications of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp 334-335
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Preface
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp ix-xii
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3 - Feature-Based Transfer Learning
from Part I - Foundations of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

Print publication:

13 February 2020, pp 34-44
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12 - AutoTL: Learning to Transfer Automatically
from Part I - Foundations of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

Print publication:

13 February 2020, pp 168-176
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Frontmatter
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

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13 February 2020, pp i-iv
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17 - Transfer Learning in Natural Language Processing
from Part II - Applications of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

Print publication:

13 February 2020, pp 234-256
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11 - Transitive Transfer Learning
from Part I - Foundations of Transfer Learning
Qiang Yang, Hong Kong University of Science and Technology, Yu Zhang, Hong Kong University of Science and Technology, Wenyuan Dai, Sinno Jialin Pan, Nanyang Technological University, Singapore
Book:

Transfer Learning

Published online:

24 January 2020

Print publication:

13 February 2020, pp 151-167
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Pattern Recognition and Machine Learning

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2190 results in Pattern Recognition and Machine Learning

16 - Transfer Learning in Computer Vision

9 - Multi-task Learning

Part I - Foundations of Transfer Learning

7 - Adversarial Transfer Learning

22 - Transfer Learning in Urban Computing

18 - Transfer Learning in Dialogue Systems

14 - Lifelong Machine Learning

19 - Transfer Learning in Recommender Systems

20 - Transfer Learning in Bioinformatics

5 - Relation-Based Transfer Learning

13 - Few-Shot Learning

Contents

1 - Introduction

23 - Concluding Remarks

Preface

3 - Feature-Based Transfer Learning

12 - AutoTL: Learning to Transfer Automatically

Frontmatter

17 - Transfer Learning in Natural Language Processing

11 - Transitive Transfer Learning

Pattern Recognition and Machine Learning

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2190 results in Pattern Recognition and Machine Learning