A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

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Title
ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans H. Zunair Aimon Rahman Nabeel Mohammed 33 6 0 26 May 2021
Transparent Model of Unabridged Data (TMUD) Jie Xu Min Ding 30 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 35 243 0 16 May 2021
Learning a Universal Template for Few-shot Dataset Generalization Eleni Triantafillou Hugo Larochelle R. Zemel Vincent Dumoulin 32 92 0 14 May 2021
Data-Driven Strategies for Hierarchical Predictive Control in Unknown Environments Charlott Vallon Francesco Borrelli 11 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 48 125 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 18 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 37 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 24 0 0 26 Apr 2021
Automated News Summarization Using Transformers Anushka Gupta Diksha Chugh Anjum R. Katarya 16 62 0 23 Apr 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 44 15 0 23 Apr 2021
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data Siladittya Manna Saumik Bhattacharya Umapada Pal SSL 11 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 8 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 32 69 0 14 Apr 2021
Escaping the Big Data Paradigm with Compact Transformers Ali Hassani Steven Walton Nikhil Shah Abulikemu Abuduweili Jiachen Li Humphrey Shi 81 462 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 19 3 0 07 Apr 2021
DINE: Domain Adaptation from Single and Multiple Black-box Predictors Jian Liang Dapeng Hu Jiashi Feng Ran He 31 77 0 04 Apr 2021
Real-time Data Infrastructure at Uber Yupeng Fu Chinmay Soman 15 36 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 17 27 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 27 22 0 19 Mar 2021
Multi-task learning for virtual flow metering Anders T. Sandnes B. Grimstad O. Kolbjørnsen 19 13 0 15 Mar 2021
Mining Program Properties From Neural Networks Trained on Source Code Embeddings Martina Saletta C. Ferretti 25 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 36 6 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 69 1,179 0 02 Mar 2021
Perspectives on individual animal identification from biology and computer vision Maxime Vidal Nathan Wolf B. Rosenberg B. Harris Alexander Mathis 38 64 0 28 Feb 2021
A Survey on Deep Semi-supervised Learning Xiangli Yang Zixing Song Irwin King Zenglin Xu 32 571 0 28 Feb 2021
Incorporating Domain Knowledge into Deep Neural Networks T. Dash Sharad Chitlangia Aditya Ahuja A. Srinivasan AI4CE 24 9 0 27 Feb 2021
A Theory of Label Propagation for Subpopulation Shift Tianle Cai Ruiqi Gao Jason D. Lee Qi Lei 16 49 0 22 Feb 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 53 534 0 18 Feb 2021
Deep Learning Based Walking Tasks Classification in Older Adults using fNIRS Dongning Ma M. Izzetoglu R. Holtzer Xun Jiao 21 5 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 20 93 0 02 Feb 2021
Diminishing Domain Bias by Leveraging Domain Labels in Object Detection on UAVs Benjamin Kiefer Martin Messmer A. Zell 49 9 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 13 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 41 342 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 23 5 0 22 Jan 2021
Task-driven Self-supervised Bi-channel Networks for Diagnosis of Breast Cancers with Mammography Ronglin Gong Jun Wang Jun Shi 28 0 0 15 Jan 2021
Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making Han Liu Vivian Lai Chenhao Tan 33 117 0 13 Jan 2021
Adversarial Sample Enhanced Domain Adaptation: A Case Study on Predictive Modeling with Electronic Health Records Yiqin Yu Pin-Yu Chen Yuan Zhou Jing Mei OOD 23 1 0 13 Jan 2021
Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation Kang Li Shujun Wang Lequan Yu Pheng-Ann Heng 67 28 0 07 Jan 2021
AILearn: An Adaptive Incremental Learning Model for Spoof Fingerprint Detection Shivang Agarwal A. Rattani C. R. Chowdary CLL 18 11 0 29 Dec 2020
Hypothesis Disparity Regularized Mutual Information Maximization Qicheng Lao Xiang Jiang Mohammad Havaei 33 24 0 15 Dec 2020
Knowledge Capture and Replay for Continual Learning Saisubramaniam Gopalakrishnan Pranshu Ranjan Singh Haytham M. Fayek Savitha Ramasamy Arulmurugan Ambikapathi CLL 35 18 0 12 Dec 2020
GDA-HIN: A Generalized Domain Adaptive Model across Heterogeneous Information Networks Tiancheng Huang Ke Xu Donglin Wang 22 3 0 10 Dec 2020
Deep Transfer Learning for Industrial Automation: A Review and Discussion of New Techniques for Data-Driven Machine Learning Benjamin Maschler M. Weyrich 29 77 0 06 Dec 2020
Rethinking supervised learning: insights from biological learning and from calling it by its name Alex Hernandez-Garcia SSL 26 0 0 04 Dec 2020
Transfer Learning as an Enabler of the Intelligent Digital Twin Benjamin Maschler Dominik I. Braun N. Jazdi M. Weyrich AI4CE 34 39 0 03 Dec 2020
Cross-Descriptor Visual Localization and Mapping Mihai Dusmanu O. Mikšík Johannes L. Schonberger Marc Pollefeys 20 26 0 02 Dec 2020
Multiclass non-Adversarial Image Synthesis, with Application to Classification from Very Small Sample Itamar Winter D. Weinshall GAN 22 0 0 25 Nov 2020
DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning Dimitrios Tanoglidis A. Ćiprijanović A. Drlica-Wagner 18 15 0 24 Nov 2020
SimTreeLS: Simulating aerial and terrestrial laser scans of trees F. Westling M. Bryson J. Underwood 3DPC 10 9 0 24 Nov 2020