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A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

50 / 1,013 papers shown

Title
Task Embedding Temporal Convolution Networks for Transfer Learning Problems in Renewable Power Time-Series Forecast Jens Schreiber S. Vogt Bernhard Sick AI4TS 46 10 0 29 Apr 2022
Open challenges for Machine Learning based Early Decision-Making research A. Bondu Youssef Achenchabe Albert Bifet Fabrice Clérot Antoine Cornuéjols João Gama Georges Hébrail V. Lemaire P. Marteau AI4CE 69 9 0 27 Apr 2022
ISTRBoost: Importance Sampling Transfer Regression using Boosting Shrey Gupta Jianzhao Bi Yang Liu Avani Wildani 50 0 0 26 Apr 2022
Online Deep Learning from Doubly-Streaming Data H. Lian John Scovil Atwood Bo-Jian Hou Jian Wu Yi He 72 11 0 25 Apr 2022
Feature anomaly detection system (FADS) for intelligent manufacturing Anthony P. Garland Kevin M. Potter Matt Smith 25 3 0 21 Apr 2022
Deep transfer operator learning for partial differential equations under conditional shift S. Goswami Katiana Kontolati Michael D. Shields George Karniadakis 113 109 0 20 Apr 2022
Exploiting Multiple EEG Data Domains with Adversarial Learning David Bethge Philipp Hallgarten Ozan Özdenizci Ralf Mikut Albrecht Schmidt T. Große-Puppendahl 71 8 0 16 Apr 2022
A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic Barbara Z Cunha C. Droz A. Zine Stéphane Foulard M. Ichchou AI4CE 71 91 0 13 Apr 2022
Stealing and Evading Malware Classifiers and Antivirus at Low False Positive Conditions M. Rigaki Sebastian Garcia AAML 74 11 0 13 Apr 2022
Medusa: Universal Feature Learning via Attentional Multitasking Jaime Spencer Richard Bowden Simon Hadfield CLL 85 1 0 12 Apr 2022
Transfer Learning for Autonomous Chatter Detection in Machining Melih C. Yesilli Firas A. Khasawneh B. Mann 39 25 0 11 Apr 2022
Machine Learning and Deep Learning -- A review for Ecologists Maximilian Pichler F. Hartig 151 145 0 11 Apr 2022
Deep transfer learning for system identification using long short-term memory neural networks K. Niu Mi Zhou C. Abdallah M. Hayajneh 46 5 0 06 Apr 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Paul Gavrikov J. Keuper AAML 107 31 0 29 Mar 2022
Audio-Adaptive Activity Recognition Across Video Domains Yun C. Zhang Hazel Doughty Ling Shao Cees G. M. Snoek 75 42 0 27 Mar 2022
Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application D. Avola Luigi Cinque Alessio Fagioli G. Foresti Marco Raoul Marini Alessio Mecca D. Pannone 61 3 0 26 Mar 2022
Deep Learning and Artificial General Intelligence: Still a Long Way to Go M. Świechowski ELM VLM AI4CE 40 2 0 25 Mar 2022
Visual Prompt Tuning Menglin Jia Luming Tang Bor-Chun Chen Claire Cardie Serge Belongie Bharath Hariharan Ser-Nam Lim VLM VPVLM 262 1,661 0 23 Mar 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning Hugo Elias Berg Elizaveta Semenova Yash Bhalgat Wonsuk Yang Hannah Rose Kirk Aleksandar Shtedritski Max Bain VLM 112 101 0 22 Mar 2022
HyperShot: Few-Shot Learning by Kernel HyperNetworks Marcin Sendera Marcin Przewiȩźlikowski Konrad Karanowski Maciej Ziȩba Jacek Tabor Przemysław Spurek VLM 105 29 0 21 Mar 2022
Multitask Neuroevolution for Reinforcement Learning with Long and Short Episodes Nick Zhang Abhishek Gupta Zefeng Chen Yew-Soon Ong 63 7 0 21 Mar 2022
Multi-view Multi-behavior Contrastive Learning in Recommendation Yiqing Wu Ruobing Xie Yongchun Zhu Xiang Ao Xin Chen Xu-Yao Zhang Fuzhen Zhuang Leyu Lin Qing He 96 80 0 20 Mar 2022
Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach J. Pan Jingwei Huang G. Cheng Yong Zeng AI4CE 73 41 0 19 Mar 2022
Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It Dayong Ye Huiqiang Chen Shuai Zhou Tianqing Zhu Wanlei Zhou S. Ji MIACV 83 6 0 13 Mar 2022
Leveraging universality of jet taggers through transfer learning F. Dreyer Radoslaw Grabarczyk P. Monni 71 18 0 11 Mar 2022
Domain Generalisation for Object Detection under Covariate and Concept Shift Karthik Seemakurthy E. Aptoula Charles Fox Petra Bosilj ObjD OOD 109 10 0 10 Mar 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 88 2 0 09 Mar 2022
Self-Supervised Domain Calibration and Uncertainty Estimation for Place Recognition Pierre-Yves Lajoie Giovanni Beltrame UQCV 87 9 0 08 Mar 2022
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation Jingyao Wang Jiangmeng Li C. Zheng Fuchun Sun Hui Xiong 41 25 0 08 Mar 2022
Transfer Learning of High-Fidelity Opacity Spectra in Autoencoders and Surrogate Models Michael D. Vander Wal R. McClarren K. Humbird AI4CE 82 6 0 02 Mar 2022
Towards IID representation learning and its application on biomedical data Jiqing Wu I. Zlobec Maxime W. Lafarge Yukun He V. Koelzer OOD CML 43 4 0 01 Mar 2022
Causal Domain Adaptation with Copula Entropy based Conditional Independence Test Jian Ma TTA OOD CML 53 0 0 27 Feb 2022
Application of DatasetGAN in medical imaging: preliminary studies Zong Fan Varun A. Kelkar M. Anastasio Hua Li MedIm 52 5 0 27 Feb 2022
Learning Multi-Task Gaussian Process Over Heterogeneous Input Domains Haitao Liu Kai Wu Yew-Soon Ong Chao Bian Xiaomo Jiang Xiaofang Wang 92 8 0 25 Feb 2022
A Deep Learning Approach for Network-wide Dynamic Traffic Prediction during Hurricane Evacuation Rezaur Rahman Samiul Hasan AI4TS 53 21 0 25 Feb 2022
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review Kyle Hamilton Aparna Nayak Bojan Bozic Luca Longo NAI 116 63 0 24 Feb 2022
Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share? Alain Andres Esther Villar-Rodriguez Javier Del Ser 87 9 0 24 Feb 2022
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang Dinggang Shen ViT MedIm 134 278 0 24 Feb 2022
Graph Lifelong Learning: A Survey F. Febrinanto Xiwei Xu Kristen Moore Chandra Thapa Charu C. Aggarwal CLL AI4CE 122 53 0 22 Feb 2022
AI/ML Algorithms and Applications in VLSI Design and Technology Deepthi Amuru Harsha V. Vudumula Pavan K. Cherupally Sushanth R. Gurram Amir Ahmad Andleeb Zahra Zia Abbas 141 44 0 21 Feb 2022
Domain-Augmented Domain Adaptation Qiuhao Zeng Tianze Luo Boyu Wang 76 2 0 21 Feb 2022
Explaining, Evaluating and Enhancing Neural Networks' Learned Representations Marco Bertolini Djork-Arné Clevert F. Montanari FAtt 49 5 0 18 Feb 2022
Resurrecting Trust in Facial Recognition: Mitigating Backdoor Attacks in Face Recognition to Prevent Potential Privacy Breaches Reena Zelenkova J. Swallow Pathum Chamikara Mahawaga Arachchige Dongxi Liu Mohan Baruwal Chhetri S. Çamtepe M. Grobler Mahathir Almashor AAML 54 2 0 18 Feb 2022
Two-stage architectural fine-tuning with neural architecture search using early-stopping in image classification Youngkee Kim Won Joon Yun Youn Kyu Lee Soyi Jung Joongheon Kim 65 5 0 17 Feb 2022
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets Xia Wei Aldo A. Faisal Moritz Grosse-Wentrup Alexandre Gramfort Sylvain Chevallier ... Stephen M. Gordon Vernon J. Lawhern Maciej Śliwowski Vincent Rouanne Piotr Tempczyk OOD 57 24 0 14 Feb 2022
Emotion Based Hate Speech Detection using Multimodal Learning Aneri Rana Sonali Jha 74 41 0 13 Feb 2022
Transfer-Learning Across Datasets with Different Input Dimensions: An Algorithm and Analysis for the Linear Regression Case Luis P. Silvestrin Harry Van Zanten Mark Hoogendoorn G. Koole 168 4 0 10 Feb 2022
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 93 235 0 09 Feb 2022
Cost-effective Framework for Gradual Domain Adaptation with Multifidelity Shogo Sagawa H. Hino CLL 82 6 0 09 Feb 2022
Understanding and Shifting Preferences for Battery Electric Vehicles Nikos Arechiga Francine Chen Rumen Iliev Emily S. Sumner S. Carter ... Laurent Denoue Candice L Hogan Katharine Sieck Charlene C. Wu Kent Lyons 55 2 0 09 Feb 2022