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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
Progressive reduced order modeling: empowering data-driven modeling with selective knowledge transfer T. Kadeethum Daniel O’Malley Youngsoo Choi Hari S. Viswanathan Hongkyu Yoon AI4CE 73 1 0 04 Oct 2023
Crossed-IoT device portability of Electromagnetic Side Channel Analysis: Challenges and Dataset T. Yasarathna Lojenaa Navanesan Simon Barque Assanka Sayakkara Nhien-An Le-Khac 74 2 0 04 Oct 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4 Katikapalli Subramanyam Kalyan LM&MA AI4CE LRM AILaw ELM 133 248 0 04 Oct 2023
ScaleNet: An Unsupervised Representation Learning Method for Limited Information Huili Huang M. M. Roozbahani SSL 160 804 0 03 Oct 2023
City Foundation Models for Learning General Purpose Representations from OpenStreetMap Pasquale Balsebre Weiming Huang Gao Cong Yi Li AI4CE 110 19 0 01 Oct 2023
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning Yanan Wang Donghuo Zeng Shinya Wada Satoshi Kurihara 58 6 0 27 Sep 2023
SINCERE: Supervised Information Noise-Contrastive Estimation REvisited Patrick Feeney M. C. Hughes 88 3 0 25 Sep 2023
Comparative Evaluation of Transfer Learning for Classification of Brain Tumor Using MRI Mohammad Masum Nusrat Badhon S. M. Saiful Nushrat Jahan Islam Badhon M. Syed Naveed Mahmud 38 1 0 24 Sep 2023
The Broad Impact of Feature Imitation: Neural Enhancements Across Financial, Speech, and Physiological Domains Reza Khanmohammadi Tuka Alhanai M. Ghassemi 39 2 0 21 Sep 2023
Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023 M. Jafari Delaram Sadeghi A. Shoeibi Hamid Alinejad-Rokny Amin Beheshti David López-García Zhaolin Chen U. Acharya Juan M Gorriz 135 25 0 14 Sep 2023
Semi-supervised Domain Adaptation on Graphs with Contrastive Learning and Minimax Entropy Jiaren Xiao Quanyu Dai X. Shen Xiaochen Xie Jing Dai James Lam Ka-Wai Kwok 70 7 0 14 Sep 2023
End-to-end Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning Md Nasim Anter El-Azab Xinghang Zhang Yexiang Xue 31 0 0 13 Sep 2023
Large Language Models for Difficulty Estimation of Foreign Language Content with Application to Language Learning Michalis Vlachos Mircea Lungu Yash Raj Shrestha Johannes-Rudolf David 75 2 0 10 Sep 2023
Active shooter detection and robust tracking utilizing supplemental synthetic data Joshua R. Waite Jiale Feng Riley Tavassoli Laura M. Harris Sin Yong Tan Subhadeep Chakraborty Soumik Sarkar 67 3 0 06 Sep 2023
PFL-LSTR: A privacy-preserving framework for driver intention inference based on in-vehicle and out-vehicle information Runjia Du Pei Li Sikai Chen Samuel Labi 36 0 0 02 Sep 2023
Task-Aware Machine Unlearning and Its Application in Load Forecasting Wangkun Xu Fei Teng MU AI4TS 123 4 0 28 Aug 2023
Ultrafast-and-Ultralight ConvNet-Based Intelligent Monitoring System for Diagnosing Early-Stage Mpox Anytime and Anywhere Yubiao Yue X. Shi Li-Xia Qin Xinyue Zhang Jia-lin Xu Zipei Zheng Zhenzhang Li Yongqian Li 48 4 0 25 Aug 2023
Mesh-Wise Prediction of Demographic Composition from Satellite Images Using Multi-Head Convolutional Neural Network Yuta Sato 3DH 42 0 0 25 Aug 2023
Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment Kangmin Xu Liang Liao Jing Xiao Chaofeng Chen Haoning Wu Qiong Yan Weisi Lin ViT 67 5 0 23 Aug 2023
Addressing the Accuracy-Cost Tradeoff in Material Property Prediction: A Teacher-Student Strategy Dong Zhu Zhikuang Xin Siming Zheng Yangang Wang Xiaoyu Yang 60 0 0 22 Aug 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding Jiangmeng Li Hang Gao Jingyao Wang Changwen Zheng 91 2 0 21 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 125 227 0 20 Aug 2023
Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources J. Willard C. Varadharajan X. Jia Vipin Kumar AI4TS 83 4 0 18 Aug 2023
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities Munib Mesinovic Peter Watkinson Ting Zhu FaML 74 3 0 16 Aug 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 166 21 0 14 Aug 2023
MixBCT: Towards Self-Adapting Backward-Compatible Training Yuefeng Liang Yufeng Zhang Shiliang Zhang Yaowei Wang Shengze Xiao KenLi Li Xiaoyu Wang 73 1 0 14 Aug 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 138 3 0 13 Aug 2023
Adaptive Low Rank Adaptation of Segment Anything to Salient Object Detection Rui-Qing Cui Siyuan He Shi Qiu VLM 60 5 0 10 Aug 2023
Deep Learning Model Transfer in Forest Mapping using Multi-source Satellite SAR and Optical Images Shaojia Ge O. Antropov T. Häme R. McRoberts J. Miettinen 60 5 0 09 Aug 2023
A Critical Review of Physics-Informed Machine Learning Applications in Subsurface Energy Systems Abdeldjalil Latrach M. L. Malki Misael Morales Mohamed Mehana M. Rabiei PINN AI4CE 70 36 0 06 Aug 2023
A Voting-Stacking Ensemble of Inception Networks for Cervical Cytology Classification Linyi Qian Qiang Huang Yulin Chen Junzhou Chen 65 2 0 05 Aug 2023
Self-Normalizing Neural Network, Enabling One Shot Transfer Learning for Modeling EDFA Wavelength Dependent Gain A. Raj Zehao Wang F. Slyne Tingjun Chen D. Kilper Marco Ruffini 40 10 0 04 Aug 2023
Efficient Model Adaptation for Continual Learning at the Edge Z. Daniels Jun Hu M. Lomnitz P.E.T.E.R.G. Miller Aswin Raghavan Joe Zhang M. Piacentino David C. Zhang OOD 86 2 0 03 Aug 2023
Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An interpretable Ensemble Approach with Threshold Filtered Single Instance Evaluation (SIE) Md Sakib Hossain Shovon M. F. Mridha Khan Md. Hasib Sultan Alfarhood Mejdl S. Safran D. Che 54 16 0 01 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 100 10 0 31 Jul 2023
Evaluating the structure of cognitive tasks with transfer learning Bruno Aristimunha Raphael Y. de Camargo W. H. L. Pinaya Sylvain Chevallier Alexandre Gramfort Cédric Rommel 82 5 0 28 Jul 2023
Efficient Multiuser AI Downloading via Reusable Knowledge Broadcasting Hai Wu Qunsong Zeng Kaibin Huang 113 8 0 28 Jul 2023
Transfer Learning for Portfolio Optimization Haoyang Cao Haotian Gu Xin Guo M. Rosenbaum 96 0 0 25 Jul 2023
Synthetic pre-training for neural-network interatomic potentials John L A Gardner Kathryn T. Baker Volker L. Deringer AI4CE 126 20 0 24 Jul 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 144 51 0 24 Jul 2023
Backdoor Attacks against Voice Recognition Systems: A Survey Baochen Yan Jiahe Lan Zheng Yan AAML 87 12 0 23 Jul 2023
Transferability of Convolutional Neural Networks in Stationary Learning Tasks Damian Owerko Charilaos I. Kanatsoulis Jennifer Bondarchuk Donald J. Bucci Alejandro Ribeiro BDL 83 0 0 21 Jul 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 74 2 0 21 Jul 2023
OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning Boshen Shi Yongqing Wang Fangda Guo Jiangli Shao Huawei Shen Xueqi Cheng OOD AI4CE 58 6 0 21 Jul 2023
From West to East: Who can understand the music of the others better? Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 61 5 0 19 Jul 2023
Systematic comparison of semi-supervised and self-supervised learning for medical image classification Zhe Huang Ruijie Jiang Shuchin Aeron M. C. Hughes SSL OOD 107 7 0 18 Jul 2023
Newell's theory based feature transformations for spatio-temporal traffic prediction Agnimitra Sengupta S. I. Guler OOD AI4TS 58 0 0 12 Jul 2023
Implicit regularisation in stochastic gradient descent: from single-objective to two-player games Mihaela Rosca M. Deisenroth 65 2 0 11 Jul 2023
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions Peng Yan Ahmed Abdulkadir Paul-Philipp Luley Matthias Rosenthal Gerrit A. Schatte Benjamin Grewe Thilo Stadelmann AI4TS 92 67 0 11 Jul 2023
Transfer Learning for the Efficient Detection of COVID-19 from Smartphone Audio Data M. Campana Franca Delmastro Elena Pagani 40 18 0 06 Jul 2023