A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

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PFL-LSTR: A privacy-preserving framework for driver intention inference based on in-vehicle and out-vehicle information Runjia Du Pei Li Sikai Chen S. Labi 8 0 0 02 Sep 2023
Task-Aware Machine Unlearning and Its Application in Load Forecasting Wangkun Xu Fei Teng MU AI4TS 43 3 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 23 4 0 25 Aug 2023
Mesh-Wise Prediction of Demographic Composition from Satellite Images Using Multi-Head Convolutional Neural Network Yuta Sato 3DH 27 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 26 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 24 0 0 22 Aug 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding Jiangmeng Li Hang Gao Jingyao Wang Changwen Zheng 27 2 0 21 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yu Liu Gao Huang LLMAG 24 196 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 25 3 0 18 Aug 2023
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities Munib Mesinovic Peter Watkinson Ting Zhu FaML 24 3 0 16 Aug 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 53 19 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 29 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 39 3 0 13 Aug 2023
Adaptive Low Rank Adaptation of Segment Anything to Salient Object Detection Rui-Qing Cui Siyuan He Shi Qiu VLM 20 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 36 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 25 29 0 06 Aug 2023
A Voting-Stacking Ensemble of Inception Networks for Cervical Cytology Classification Linyi Qian Qiang Huang Yulin Chen Junzhou Chen 19 1 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 14 8 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 27 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 6 14 0 01 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 33 8 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 35 4 0 28 Jul 2023
Efficient Multiuser AI Downloading via Reusable Knowledge Broadcasting Hai Wu Qunsong Zeng Kaibin Huang 24 7 0 28 Jul 2023
Transfer Learning for Portfolio Optimization Haoyang Cao Haotian Gu Xin Guo M. Rosenbaum 29 0 0 25 Jul 2023
Synthetic pre-training for neural-network interatomic potentials John L A Gardner Kathryn T. Baker Volker L. Deringer AI4CE 24 18 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 37 45 0 24 Jul 2023
Backdoor Attacks against Voice Recognition Systems: A Survey Baochen Yan Jiahe Lan Zheng Yan AAML 30 8 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 36 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 32 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 33 5 0 21 Jul 2023
From West to East: Who can understand the music of the others better? Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 25 4 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 28 6 0 18 Jul 2023
Newell's theory based feature transformations for spatio-temporal traffic prediction Agnimitra Sengupta S. I. Guler OOD AI4TS 26 0 0 12 Jul 2023
Implicit regularisation in stochastic gradient descent: from single-objective to two-player games Mihaela Rosca M. Deisenroth 17 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 36 59 0 11 Jul 2023
PUFFIN: A Path-Unifying Feed-Forward Interfaced Network for Vapor Pressure Prediction Vinícius V. Santana C. Rebello Luana P. Queiroz A. M. Ribeiro Nadia Shardt Idelfonso B. R. Nogueira 24 6 0 06 Jul 2023
Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels Bang-ju Yang Fenglin Liu Zheng Li Qingyu Yin Chenyu You Bing Yin Yuexian Zou VLM 38 5 0 05 Jul 2023
Capturing Local Temperature Evolution during Additive Manufacturing through Fourier Neural Operators Jiangce Chen Wenzhuo Xu Martha Baldwin Björn Nijhuis T. Boogaard Noelia Grande Gutiérrez S. Narra Christopher McComb AI4CE 28 2 0 04 Jul 2023
Augmenting Deep Learning Adaptation for Wearable Sensor Data through Combined Temporal-Frequency Image Encoding Yi Zhu Md. Mahmudur Rahman Mohammad Arif Ul Alam 8 1 0 03 Jul 2023
Unified Transfer Learning Models in High-Dimensional Linear Regression S. Liu 35 5 0 01 Jul 2023
Prediction of COVID-19 Patients' Emergency Room Revisit using Multi-Source Transfer Learning Yuelyu Ji Yuhe Gao Runxue Bao Qi Li Di Liu Yiming Sun Ye Ye OOD 30 19 0 29 Jun 2023
Cross-Inferential Networks for Source-free Unsupervised Domain Adaptation Yushun Tang Qinghai Guo Z. He OOD 28 5 0 29 Jun 2023
Differentially Private Video Activity Recognition Zelun Luo Yuliang Zou Yijin Yang Zane Durante De-An Huang Zhiding Yu Chaowei Xiao L. Fei-Fei Anima Anandkumar PICV 35 4 0 27 Jun 2023
Deep Transfer Learning for Intelligent Vehicle Perception: a Survey Xinyi Liu Jinlong Li Jin Ma Huiming Sun Zhigang Xu Tianyu Zhang Hongkai Yu 58 23 0 26 Jun 2023
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity Riccardo Presotto Sannara Ek Gabriele Civitarese François Portet P. Lalanda Claudio Bettini 36 7 0 23 Jun 2023
Variance-Covariance Regularization Improves Representation Learning Jiachen Zhu Katrina Evtimova Yubei Chen Ravid Shwartz-Ziv Yann LeCun SSL 28 7 0 23 Jun 2023
Inertial Navigation Meets Deep Learning: A Survey of Current Trends and Future Directions Nadav Cohen Itzik Klein 3DGS 18 35 0 22 Jun 2023
Introspective Action Advising for Interpretable Transfer Learning Joseph Campbell Yue (Sophie) Guo Fiona Xie Simon Stepputtis Katia P. Sycara 46 1 0 21 Jun 2023
Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning Tianlun Hu Qi Liao Li-Yu Daisy Liu Georg Carle 27 3 0 20 Jun 2023
Genes in Intelligent Agents Fu Feng Jing Wang Xu Yang Xin Geng AI4CE 32 7 0 17 Jun 2023