A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

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Title
Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach Yueqing Liang Canyu Chen Tian Tian Kai Shu FaML 24 9 0 08 Jun 2022
On the Permanence of Backdoors in Evolving Models Huiying Li A. Bhagoji Yuxin Chen Haitao Zheng Ben Y. Zhao AAML 42 2 0 08 Jun 2022
Recent Advances in Bayesian Optimization Xilu Wang Yaochu Jin Sebastian Schmitt Markus Olhofer 45 200 0 07 Jun 2022
Machine Learning Sensors Pete Warden Matthew P. Stewart Brian Plancher Colby R. Banbury Shvetank Prakash Emma Chen Zain Asgar Sachin Katti Vijay Janapa Reddi 50 12 0 07 Jun 2022
Explaining the physics of transfer learning a data-driven subgrid-scale closure to a different turbulent flow Adam Subel Yifei Guan Ashesh Chattopadhyay Pedram Hassanzadeh AI4CE 37 41 0 07 Jun 2022
Transfer learning to decode brain states reflecting the relationship between cognitive tasks Youzhi Qu Xinyao Jian Wenxin Che Penghui Du K. Fu Quanying Liu 11 4 0 07 Jun 2022
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review S. Salcedo-Sanz Jorge Pérez-Aracil G. Ascenso Javier Del Ser D. Casillas-Pérez ... D. Barriopedro R. García-Herrera Marcello Restelli M. Giuliani A. Castelletti AI4Cl 30 13 0 03 Jun 2022
Optimization with Access to Auxiliary Information El Mahdi Chayti Sai Praneeth Karimireddy AAML 24 10 0 01 Jun 2022
CASSOCK: Viable Backdoor Attacks against DNN in The Wall of Source-Specific Backdoor Defences Shang Wang Yansong Gao Anmin Fu Zhi-Li Zhang Yuqing Zhang W. Susilo Dongxi Liu AAML 37 10 0 31 May 2022
HyperMAML: Few-Shot Adaptation of Deep Models with Hypernetworks Marcin Przewiȩźlikowski P. Przybysz Jacek Tabor Maciej Ziȩba Przemysław Spurek 31 19 0 31 May 2022
Group Probability-Weighted Tree Sums for Interpretable Modeling of Heterogeneous Data Keyan Nasseri Chandan Singh James Duncan Aaron E. Kornblith Bin-Xia Yu 22 3 0 30 May 2022
Transfer Learning as a Method to Reproduce High-Fidelity NLTE Opacities in Simulations Michael D. Vander Wal R. McClarren K. Humbird AI4CE 27 4 0 28 May 2022
Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning Remo Sasso M. Sabatelli M. Wiering 51 9 0 28 May 2022
Group-level Brain Decoding with Deep Learning Richard Csaky M. Es Oiwi Parker Jones M. Woolrich 33 11 0 27 May 2022
Pick up the PACE: Fast and Simple Domain Adaptation via Ensemble Pseudo-Labeling Christopher Liao Theodoros Tsiligkaridis Brian Kulis VLM TTA OOD 27 3 0 26 May 2022
On statistic alignment for domain adaptation in structural health monitoring J. Poole P. Gardner N. Dervilis L. Bull Keith Worden 21 27 0 24 May 2022
CryptoTL: Private, Efficient and Secure Transfer Learning Roman Walch Samuel Sousa Lukas Helminger Stefanie N. Lindstaedt Christian Rechberger A. Trugler 38 8 0 24 May 2022
Deep transfer learning for image classification: a survey J. Plested Tom Gedeon OOD 41 37 0 20 May 2022
Causal Inference from Small High-dimensional Datasets Raquel Y. S. Aoki Martin Ester CML 27 4 0 19 May 2022
L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone Data M. Campana A. Rovati Franca Delmastro Elena Pagani 23 9 0 16 May 2022
Self-supervised Assisted Active Learning for Skin Lesion Segmentation Ziyuan Zhao Wenjing Lu Zeng Zeng Kaixin Xu B. Veeravalli Cuntai Guan 36 8 0 14 May 2022
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning Wei-Rui Chen Muhammad Abdul-Mageed 21 7 0 14 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 59 349 0 13 May 2022
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue Alon Albalak Yi-Lin Tuan Pegah Jandaghi Connor Pryor Luke Yoffe Deepak Ramachandran Lise Getoor Jay Pujara William Yang Wang 26 14 0 12 May 2022
AutoKE: An automatic knowledge embedding framework for scientific machine learning Mengge Du Yuntian Chen Dongxiao Zhang AI4CE 41 11 0 11 May 2022
Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains Haiyang Yang Meilin Chen Yizhou Wang Shixiang Tang Feng Zhu Lei Bai Rui Zhao Wanli Ouyang 32 16 0 10 May 2022
CoDo: Contrastive Learning with Downstream Background Invariance for Detection Bing Zhao Jun Li Hong Zhu SSL 37 2 0 10 May 2022
Training from Zero: Radio Frequency Machine Learning Data Quantity Forecasting IV WilliamH.Clark Alan J. Michaels 21 2 0 07 May 2022
Comparison Knowledge Translation for Generalizable Image Classification Zunlei Feng Tian Qiu Sai Wu Xi Jin Zengliang He Min-Gyoo Song Huiqiong Wang VLM 16 0 0 07 May 2022
Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning Weiling Chen Rongfu Lin Honggang Liao Tiesong Zhao Ke Gu P. Le Callet AAML 22 0 0 07 May 2022
Learning to Cooperate with Completely Unknown Teammates Alexandre Neves Alberto Sardinha 13 0 0 06 May 2022
One-way Explainability Isn't The Message A. Srinivasan Michael Bain Enrico W. Coiera 21 2 0 05 May 2022
Lifelong Ensemble Learning based on Multiple Representations for Few-Shot Object Recognition Hamidreza Kasaei Songsong Xiong 24 12 0 04 May 2022
Learning to Transfer Prompts for Text Generation Junyi Li Tianyi Tang J. Nie Ji-Rong Wen Wayne Xin Zhao 26 40 0 03 May 2022
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation Gusseppe Bravo Rocca Peini Liu Jordi Guitart Ajay Dholakia David Ellison M. Hodak 25 2 0 29 Apr 2022
Task Embedding Temporal Convolution Networks for Transfer Learning Problems in Renewable Power Time-Series Forecast Jens Schreiber S. Vogt Bernhard Sick AI4TS 26 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 33 9 0 27 Apr 2022
ISTRBoost: Importance Sampling Transfer Regression using Boosting Shrey Gupta Jianzhao Bi Yang Liu Avani Wildani 16 0 0 26 Apr 2022
Online Deep Learning from Doubly-Streaming Data H. Lian John Scovil Atwood Bo-Jian Hou Jian Wu Yi He 26 10 0 25 Apr 2022
Feature anomaly detection system (FADS) for intelligent manufacturing Anthony P. Garland Kevin M. Potter Matt Smith 20 2 0 21 Apr 2022
Deep transfer operator learning for partial differential equations under conditional shift S. Goswami Katiana Kontolati Michael D. Shields George Karniadakis 41 102 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 29 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 40 85 0 13 Apr 2022
Stealing and Evading Malware Classifiers and Antivirus at Low False Positive Conditions M. Rigaki Sebastian Garcia AAML 25 11 0 13 Apr 2022
Medusa: Universal Feature Learning via Attentional Multitasking Jaime Spencer Richard Bowden Simon Hadfield CLL 36 1 0 12 Apr 2022
Transfer Learning for Autonomous Chatter Detection in Machining Melih C. Yesilli Firas A. Khasawneh B. Mann 20 24 0 11 Apr 2022
Machine Learning and Deep Learning -- A review for Ecologists Maximilian Pichler F. Hartig 52 127 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 27 5 0 06 Apr 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Paul Gavrikov J. Keuper AAML 26 31 0 29 Mar 2022
Audio-Adaptive Activity Recognition Across Video Domains Yun C. Zhang Hazel Doughty Ling Shao Cees G. M. Snoek 17 38 0 27 Mar 2022