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A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

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Title
Disentangling Transfer and Interference in Multi-Domain Learning Yipeng Zhang Tyler L. Hayes Christopher Kanan 140 3 0 02 Jul 2021
Reinforcement Learning for Feedback-Enabled Cyber Resilience Yunhan Huang Linan Huang Quanyan Zhu 107 71 0 02 Jul 2021
Critically examining the Domain Generalizability of Facial Expression Recognition models Varsha Suresh G. Yeo Desmond C. Ong 68 6 0 29 Jun 2021
A hybrid model-based and learning-based approach for classification using limited number of training samples Alireza Nooraiepour W. Bajwa N. Mandayam 52 4 0 25 Jun 2021
A Systematic Collection of Medical Image Datasets for Deep Learning Johann Li Guangming Zhu Cong Hua Mingtao Feng Basheer Bennamoun ... Xu Xu Lin Mei Liang Zhang Syed Afaq Ali Shah Bennamoun OOD 112 54 0 24 Jun 2021
Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations Charaf Eddine Benarab CLIP VLM 52 2 0 23 Jun 2021
Towards Better Shale Gas Production Forecasting Using Transfer Learning Omar S. Alolayan Samuel J. Raymond J. Montgomery John R. Williams MedIm 44 18 0 21 Jun 2021
Deep Subdomain Adaptation Network for Image Classification Yongchun Zhu Fuzhen Zhuang Jindong Wang Guolin Ke Jingwu Chen Jiang Bian Hui Xiong Qing He 94 795 0 17 Jun 2021
Rethinking Transfer Learning for Medical Image Classification Le Peng Hengyue Liang Gaoxiang Luo Taihui Li Ju Sun VLM LM&MA 94 6 0 09 Jun 2021
Learning from Multiple Noisy Partial Labelers Peilin Yu Tiffany Ding Stephen H. Bach NoLa 71 22 0 08 Jun 2021
Materials Representation and Transfer Learning for Multi-Property Prediction Shufeng Kong D. Guevarra Carla P. Gomes J. Gregoire AI4CE 50 44 0 04 Jun 2021
Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems Benjamin Maschler Timo Müller Andreas Löcklin M. Weyrich 59 8 0 31 May 2021
Classification of Brain Tumours in MR Images using Deep Spatiospatial Models S. Chatterjee F. Nizamani A. Nürnberger Oliver Speck 61 85 0 28 May 2021
Targeted Deep Learning: Framework, Methods, and Applications Shih-Ting Huang Johannes Lederer AAML OOD MedIm 41 1 0 28 May 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 119 184 0 27 May 2021
ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans H. Zunair Aimon Rahman Nabeel Mohammed 47 6 0 26 May 2021
Transparent Model of Unabridged Data (TMUD) Jie Xu Min Ding 40 0 0 23 May 2021
Self-supervised Learning on Graphs: Contrastive, Generative,or Predictive Lirong Wu Haitao Lin Zhangyang Gao Cheng Tan Stan.Z.Li SSL 99 263 0 16 May 2021
Learning a Universal Template for Few-shot Dataset Generalization Eleni Triantafillou Hugo Larochelle R. Zemel Vincent Dumoulin 91 95 0 14 May 2021
Data-Driven Strategies for Hierarchical Predictive Control in Unknown Environments Charlott Vallon Francesco Borrelli 42 14 0 13 May 2021
Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review A. Shoeibi Marjane Khodatars M. Jafari Parisa Moridian Mitra Rezaei ... Juan M Gorriz Jónathan Heras M. Panahiazar S. Nahavandi U. Acharya 106 134 0 11 May 2021
Unsupervised domain adaptation via double classifiers based on high confidence pseudo label Hui Chen Li Li Jie-bin Chen Kuo-Yi Lin 91 1 0 11 May 2021
Online Transfer Learning: Negative Transfer and Effect of Prior Knowledge Xuetong Wu J. Manton U. Aickelin Jingge Zhu CLL OnRL 68 7 0 04 May 2021
Unsupervised Instance Selection with Low-Label, Supervised Learning for Outlier Detection Trent J. Bradberry Christopher H. Hase LeAnna Kent Joel A. Góngora 31 0 0 26 Apr 2021
Automated News Summarization Using Transformers Anushka Gupta Diksha Chugh Anjum R. Katarya 44 66 0 23 Apr 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 152 15 0 23 Apr 2021
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data Siladittya Manna Saumik Bhattacharya Umapada Pal SSL 41 0 0 21 Apr 2021
A Multiple Regression-Enhanced Convolution Estimator for the Density of a Response Variable in the Presence of Additional Covariate Information Brian D. Fitzpatrick J. Loughman D. Flitcroft 16 0 0 16 Apr 2021
The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector A. Durrant Milan Markovic David Matthews David May J. Enright Georgios Leontidis FedML 72 72 0 14 Apr 2021
Escaping the Big Data Paradigm with Compact Transformers Ali Hassani Steven Walton Nikhil Shah Abulikemu Abuduweili Jiachen Li Humphrey Shi 156 465 0 12 Apr 2021
Which Neural Network to Choose for Post-Fault Localization, Dynamic State Estimation and Optimal Measurement Placement in Power Systems? A. Afonin Michael Chertkov 44 3 0 07 Apr 2021
DINE: Domain Adaptation from Single and Multiple Black-box Predictors Jian Liang Dapeng Hu Jiashi Feng Ran He 103 84 0 04 Apr 2021
Real-time Data Infrastructure at Uber Yupeng Fu Chinmay Soman 63 1 0 31 Mar 2021
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization Mengmeng Xu Juan-Manuel Perez-Rua Xiatian Zhu Guohao Li Brais Martinez 85 28 0 28 Mar 2021
A first step towards automated species recognition from camera trap images of mammals using AI in a European temperate forest M. Choinski M. Rogowski Piotr Tynecki D. Kuijper M. Churski J. Bubnicki 50 23 0 19 Mar 2021
Multi-task learning for virtual flow metering Anders T. Sandnes B. Grimstad O. Kolbjørnsen 46 14 0 15 Mar 2021
Mining Program Properties From Neural Networks Trained on Source Code Embeddings Martina Saletta C. Ferretti 41 1 0 09 Mar 2021
Data Augmentation for Object Detection via Differentiable Neural Rendering G. Ning Guang Chen Chaowei Tan Si Luo Liefeng Bo Heng Huang 86 7 0 04 Mar 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 307 1,241 0 02 Mar 2021
Perspectives on individual animal identification from biology and computer vision Maxime Vidal Nathan Wolf B. Rosenberg B. Harris Alexander Mathis 81 64 0 28 Feb 2021
A Survey on Deep Semi-supervised Learning Xiangli Yang Zixing Song Irwin King Zenglin Xu 130 594 0 28 Feb 2021
Incorporating Domain Knowledge into Deep Neural Networks T. Dash Sharad Chitlangia Aditya Ahuja A. Srinivasan AI4CE 73 9 0 27 Feb 2021
A Theory of Label Propagation for Subpopulation Shift Tianle Cai Ruiqi Gao Jason D. Lee Qi Lei 122 50 0 22 Feb 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 161 564 0 18 Feb 2021
Deep Learning Based Walking Tasks Classification in Older Adults using fNIRS Dongning Ma M. Izzetoglu R. Holtzer Xun Jiao 68 6 0 08 Feb 2021
Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review Juan Miguel Valverde Vandad Imani A. Abdollahzadeh Riccardo De Feo M. Prakash Robert Ciszek Jussi Tohka OOD 96 95 0 02 Feb 2021
Diminishing Domain Bias by Leveraging Domain Labels in Object Detection on UAVs Benjamin Kiefer Martin Messmer A. Zell 125 10 0 29 Jan 2021
Combat Data Shift in Few-shot Learning with Knowledge Graph Yongchun Zhu Fuzhen Zhuang Xiangliang Zhang Zhiyuan Qi Zhiping Shi Juan Cao Qing He OOD 84 4 0 27 Jan 2021
A Review on Deep Learning in UAV Remote Sensing L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 106 364 0 22 Jan 2021
Traffic Flow Estimation using LTE Radio Frequency Counters and Machine Learning Forough Yaghoubi Armin Catovic A. Gusmao Jan Pieczkowski P. Boros 30 5 0 22 Jan 2021