A Comprehensive Survey on Transfer Learning

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A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

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Papers citing "A Comprehensive Survey on Transfer Learning"

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Title
Can a powerful neural network be a teacher for a weaker neural network? Nicola Landro I. Gallo Riccardo La Grassa 36 0 0 01 May 2020
DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks A. Ćiprijanović Gregory F. Snyder Brian D. Nord J. E. G. Peek 46 29 0 24 Apr 2020
Self-Supervised Representation Learning on Document Images Adrian Cosma Mihai Ghidoveanu Michael Panaitescu-Liess Marius Popescu SSL 88 14 0 18 Apr 2020
Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting Tanwi Mallick Prasanna Balaprakash E. Rask Jane Macfarlane GNN AI4TS 74 70 0 17 Apr 2020
QuantNet: Transferring Learning Across Systematic Trading Strategies Adriano Soares Koshiyama Sebastian Flennerhag Stefano B. Blumberg Nikan B. Firoozye Philip C. Treleaven AIFin MQ 88 9 0 07 Apr 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He AI4CE 106 24 0 29 Mar 2020
Design and Implementation of A Novel Precision Irrigation Robot Based on An Intelligent Path Planning Algorithm Minghan Chen Yilong Sun Xueqing Cai Boyi Liu Tenglong Ren 64 12 0 02 Mar 2020
Detection and Classification of Astronomical Targets with Deep Neural Networks in Wide Field Small Aperture Telescopes P. Jia Qiang Liu Yongyang Sun ObjD 48 48 0 21 Feb 2020
Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data Boyi Liu Lujia Wang Ming-Yuan Liu Cheng-Zhong Xu FedML 83 67 0 24 Dec 2019
An empirical study of neural networks for trend detection in time series Alexandre Miot Gilles Drigout AI4TS 64 2 0 09 Dec 2019
Transfer Learning Toolkit: Primers and Benchmarks Fuzhen Zhuang Keyu Duan Tongjia Guo Yongchun Zhu Dongbo Xi Zhiyuan Qi Qing He 84 2 0 20 Nov 2019
Pretraining boosts out-of-domain robustness for pose estimation Alexander Mathis Thomas Biasi Steffen Schneider Mert Yüksekgönül Byron Rogers Matthias Bethge Mackenzie W. Mathis OOD 109 126 0 24 Sep 2019
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 341 4,692 0 17 Feb 2017