1

A Survey on Transfer Learning

Pan, Sinno Jialin, Yang, Qiang
Journal:
IEEE Transactions on Knowledge and Data Engineering
Année:
2010
Langue:
english
Fichier:
PDF, 2.47 MB
english, 2010
2

Transfer Learning || Transfer Learning in Natural Language Processing

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 1.29 MB
english, 2020
3

Transfer Learning || Few-Shot Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 609 KB
english, 2020
4

Domain Adaptation via Transfer Component Analysis

Sinno Jialin Pan,, Tsang, Ivor W, Kwok, James T, Qiang Yang,
Journal:
IEEE Transactions on Neural Networks
Année:
2011
Langue:
english
Fichier:
PDF, 799 KB
english, 2011
5

Transfer Learning || Transfer Learning in Reinforcement Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 594 KB
english, 2020
6

Transfer Learning || Lifelong Machine Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 302 KB
english, 2020
8

Mining competent case bases for case-based reasoning

Rong Pan, Qiang Yang, Sinno Jialin Pan
Journal:
Artificial Intelligence
Année:
2007
Langue:
english
Fichier:
PDF, 3.67 MB
english, 2007
9

Estimating Location Using Wi-Fi

Yang, Qiang, Pan, Sinno Jialin, Zheng, Vincent Wenchen
Journal:
IEEE Intelligent Systems
Année:
2008
Langue:
english
Fichier:
PDF, 473 KB
english, 2008
10

A unified framework of active transfer learning for cross-system recommendation

Zhao, Lili, Pan, Sinno Jialin, Yang, Qiang
Journal:
Artificial Intelligence
Année:
2017
Langue:
english
Fichier:
PDF, 495 KB
english, 2017
13

Transfer Learning || Multi-task Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 209 KB
english, 2020
14

Transfer Learning || Model-Based Transfer Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 418 KB
english, 2020
22

Communication-efficient distributed multi-task learning with matrix sparsity regularization

Zhou, Qiang, Chen, Yu, Pan, Sinno Jialin
Journal:
Machine Learning
Année:
2019
Langue:
english
Fichier:
PDF, 1.41 MB
english, 2019
25

Transfer Learning || Index

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 28 KB
english, 2020
26

Transfer Learning || Instance-Based Transfer Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 103 KB
english, 2020
27

Transfer Learning || Introduction

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 249 KB
english, 2020
28

Transfer Learning || Privacy-Preserving Transfer Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 286 KB
english, 2020
29

Transfer Learning || Relation-Based Transfer Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 250 KB
english, 2020
30

Transfer Learning || Transfer Learning in Activity Recognition

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 572 KB
english, 2020
31

Transfer Learning || Feature-Based Transfer Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 281 KB
english, 2020
32

Transfer Learning || Transfer Learning in Dialogue Systems

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 490 KB
english, 2020
33

Transfer Learning || Adversarial Transfer Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 188 KB
english, 2020
34

Transfer Learning || Concluding Remarks

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 32 KB
english, 2020
35

Transfer Learning || Transfer Learning in Bioinformatics

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 236 KB
english, 2020
36

Transfer Learning || Preface

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 34 KB
english, 2020
37

Transfer Learning || Transfer Learning Theory

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 84 KB
english, 2020
38

Transfer Learning || Heterogeneous Transfer Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 669 KB
english, 2020
39

Transfer Learning || Transfer Learning in Urban Computing

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 82 KB
english, 2020
40

Transfer Learning || AutoTL: Learning to Transfer Automatically

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 183 KB
english, 2020
41

Transfer Learning || Transitive Transfer Learning

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 562 KB
english, 2020
42

Transfer Learning || Transfer Learning in Computer Vision

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 876 KB
english, 2020
43

Transfer Learning || Transfer Learning in Recommender Systems

Yang, Qiang, Zhang, Yu, Dai, Wenyuan, Pan, Sinno Jialin
Année:
2020
Langue:
english
Fichier:
PDF, 185 KB
english, 2020