Who Cited It

A Survey on Transfer Learning

2009 · IEEE Transactions on Knowledge and Data Engineering · 23,670 citations · 28 from inside this corpus

Sinno Jialin Pan, Qiang Yang

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

A Survey on Transfer Learning (2009)A Survey on Transfer LearningStatistical Learning Theory (1999)Statistical Learning TheoryMultitask Learning (1997)Multitask LearningCombining labeled and unlabeled data with co-training (1998)Combining labeled and unlabel…Semi-Supervised Learning Literature Survey (2005)Semi-Supervised Learning Lite…Text Classification from Labeled and Unlabeled Documents using EM (2000)Text Classification from Labe…Transductive Inference for Text Classification using Support Vector Machines (1999)Transductive Inference for Te…Markov logic networks (2006)Markov logic networksAnalysis of Representations for Domain Adaptation (2007)Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classifi… (2007)Biographies, Bollywood, Boom-…Boosting for transfer learning (2007)Boosting for transfer learningCorrecting Sample Selection Bias by Unlabeled Data (2007)Correcting Sample Selection B…Domain adaptation with structural correspondence learning (2006)Domain adaptation with struct…Regularized multi--task learning (2004)Regularized multi--task learn…Frustratingly Easy Domain Adaptation (2009)Deep learning in neural networks: An overview (2014)Deep learning in neural netwo…Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challe… (2019)Explainable Artificial Intell…A Comprehensive Survey on Transfer Learning (2020)A Comprehensive Survey on Tra…A survey of transfer learning (2016)A survey of transfer learningFederated Machine Learning (2019)Federated Machine LearningAdvances and Open Problems in Federated Learning (2020)Advances and Open Problems in…Learning without Forgetting (2017)Learning without ForgettingLearning and Transferring Mid-level Image Representations Using Convolutional Neural Netw… (2014)Learning and Transferring Mid…Continual lifelong learning with neural networks: A review (2019)Continual lifelong learning w…An Introduction to Deep Learning for the Physical Layer (2017)An Introduction to Deep Learn…A Survey on Deep Transfer Learning (2018)A Survey on Deep Transfer Lea…Learning Transferable Features with Deep Adaptation Networks (2015)Learning Transferable Feature…Deep learning and its applications to machine health monitoring (2018)Deep learning and its applica…Generalizing from a Few Examples (2020)Generalizing from a Few Examp…Federated Learning in Mobile Edge Networks: A Comprehensive Survey (2020)Federated Learning in Mobile …Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Researc… (2021)Deep Learning: A Comprehensiv…Deep visual domain adaptation: A survey (2018)Deep visual domain adaptation…Geodesic flow kernel for unsupervised domain adaptation (2012)Geodesic flow kernel for unsu…Deep Hashing Network for Unsupervised Domain Adaptation (2017)Deep Hashing Network for Unsu…Transfer Feature Learning with Joint Distribution Adaptation (2013)Transfer Feature Learning wit…[No title in the source record — Edinburgh Research Explorer (University of Edinburgh)][No title in the source recor…A continual learning survey: Defying forgetting in classification tasks (2021)A continual learning survey: …
36 of 42 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.
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What this paper cites, inside the corpus

PaperYearCited
Statistical Learning Theory199926,957
Multitask Learning19976,478
Combining labeled and unlabeled data with co-training19985,631
Semi-Supervised Learning Literature Survey20053,879
Text Classification from Labeled and Unlabeled Documents using EM20002,753
Transductive Inference for Text Classification using Support Vector Machines19992,721
Markov logic networks20062,684
Analysis of Representations for Domain Adaptation20072,044
Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classifi…20072,031
Boosting for transfer learning20071,748
Correcting Sample Selection Bias by Unlabeled Data20071,566
Domain adaptation with structural correspondence learning20061,565
Regularized multi--task learning20041,481
Frustratingly Easy Domain Adaptation20091,396

What cites it, inside the corpus

PaperYearCited
Deep learning in neural networks: An overview201418,236
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challe…20199,796
A Comprehensive Survey on Transfer Learning20206,441
A survey of transfer learning20166,290
Federated Machine Learning20196,228
Advances and Open Problems in Federated Learning20205,383
Learning without Forgetting20174,034
Learning and Transferring Mid-level Image Representations Using Convolutional Neural Netw…20143,197
Continual lifelong learning with neural networks: A review20193,145
An Introduction to Deep Learning for the Physical Layer20173,005
A Survey on Deep Transfer Learning20182,907
Learning Transferable Features with Deep Adaptation Networks20152,839
Deep learning and its applications to machine health monitoring20182,803
Generalizing from a Few Examples20202,761
Federated Learning in Mobile Edge Networks: A Comprehensive Survey20202,538
Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Researc…20212,537
Deep visual domain adaptation: A survey20182,232
Geodesic flow kernel for unsupervised domain adaptation20122,219
Deep Hashing Network for Unsupervised Domain Adaptation20172,081
Transfer Feature Learning with Joint Distribution Adaptation20132,033
[No title in the source record — Edinburgh Research Explorer (University of Edinburgh)]1,853
A continual learning survey: Defying forgetting in classification tasks20211,648

Links

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Topics

Domain Adaptation and Few-Shot LearningComputer Science
Machine Learning and Data ClassificationComputer Science
Machine Learning and AlgorithmsComputer Science

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complete

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  • supports2 author record(s) attached.
  • supports114 reference(s) recorded.
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  • supportsA title is present.

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Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:40+00:00.

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