A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

50 / 997 papers shown

Title
Unmatched uncertainty mitigation through neural network supported model predictive control M. V. Gasparino Prabhat Kumar Mishra Girish Chowdhary 25 2 0 22 Apr 2023
Advances in Deep Concealed Scene Understanding Deng-Ping Fan Ge-Peng Ji Peng Xu Ming-Ming Cheng Daniel Gehrig Luc Van Gool 47 71 0 21 Apr 2023
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding Junyao Wang Arnav V. Malawade Junhong Zhou Shi Yu Mohammad Abdullah Al Faruque 37 10 0 17 Apr 2023
A Survey on Few-Shot Class-Incremental Learning Song Tian Lusi Li Weijun Li Hang Ran Xin Ning Prayag Tiwari CLL 33 101 0 17 Apr 2023
Exploring Incompatible Knowledge Transfer in Few-shot Image Generation Yunqing Zhao Chao Du Milad Abdollahzadeh Tianyu Pang Min Lin Shuicheng Yan Ngai-man Cheung 40 19 0 15 Apr 2023
Transfer Learning for Low-Resource Sentiment Analysis Razhan Hameed Sina Ahmadi Fatemeh Daneshfar 37 5 0 10 Apr 2023
Experience-Based Evolutionary Algorithms for Expensive Optimization Xunzhao Yu Yan Wang Ling Zhu Dimitar Filev Xin Yao 17 2 0 09 Apr 2023
TC-VAE: Uncovering Out-of-Distribution Data Generative Factors Cristian Meo Anirudh Goyal Justin Dauwels DRL CoGe CML 32 2 0 08 Apr 2023
Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks Yuzhen Mao Zhun Deng Huaxiu Yao Ting Ye Kenji Kawaguchi James Zou 46 20 0 08 Apr 2023
Convolutional neural networks for crack detection on flexible road pavements Hermann Tapamo Anna Sergeevna Bosman James Maina E. Horak 6 1 0 06 Apr 2023
Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work Jennifer Rogers Anamaria Crisan 40 7 0 05 Apr 2023
A Multiagent CyberBattleSim for RL Cyber Operation Agents T. Kunz Christian Fisher James La Novara-Gsell Christopher Nguyen Li Li AAML AI4CE 28 13 0 03 Apr 2023
Self-Supervised learning for Neural Architecture Search (NAS) Samuel Ducros SSL 29 1 0 03 Apr 2023
Quantifying the Impact of Data Characteristics on the Transferability of Sleep Stage Scoring Models A. Supratak Peter Haddawy 24 7 0 28 Mar 2023
Learning Expressive Prompting With Residuals for Vision Transformers Rajshekhar Das Yonatan Dukler Avinash Ravichandran A. Swaminathan VLM VPVLM 35 21 0 27 Mar 2023
Federated Learning without Full Labels: A Survey Yilun Jin Yang Liu Kai Chen Qian Yang FedML 22 26 0 25 Mar 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 33 6 0 24 Mar 2023
A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan AAML 40 17 0 23 Mar 2023
Manipulating Transfer Learning for Property Inference Yulong Tian Fnu Suya Anshuman Suri Fengyuan Xu David Evans AAML 31 6 0 21 Mar 2023
Transfer learning method in the problem of binary classification of chest X-rays Kolesnikov Dmitry LM&MA 25 0 0 19 Mar 2023
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review Sibo Cheng César Quilodrán-Casas Said Ouala A. Farchi Che Liu ... Weiping Ding Yike Guo A. Carrassi Marc Bocquet Rossella Arcucci AI4CE 37 124 0 18 Mar 2023
A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Hui Tang Kui Jia OOD 34 13 0 16 Mar 2023
Rice paddy disease classifications using CNNs Charles OÑeill 19 3 0 15 Mar 2023
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Huali Xu Shuaifeng Zhi Shuzhou Sun Vishal M. Patel Li Liu 46 13 0 15 Mar 2023
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues Mohamed Akrout Amal Feriani F. Bellili A. Mezghani Ekram Hossain OOD AI4CE 47 27 0 13 Mar 2023
TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification Conghao Xiong Yi-Mou Lin Hao Chen Hao Zheng Dong Wei Yefeng Zheng Joseph J. Y. Sung Irwin King 37 3 0 10 Mar 2023
O2RNet: Occluder-Occludee Relational Network for Robust Apple Detection in Clustered Orchard Environments Pengyu Chu Zhao Li Kaixiang Zhang Dong Chen Kyle Lammers R. Lu 37 22 0 08 Mar 2023
Provable Pathways: Learning Multiple Tasks over Multiple Paths Yingcong Li Samet Oymak MoE 32 4 0 08 Mar 2023
An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry Wenxin Jiang Nicholas Synovic Matt Hyatt Taylor R. Schorlemmer R. Sethi Yung-Hsiang Lu George K. Thiruvathukal James C. Davis 38 65 0 05 Mar 2023
Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization Xingxuan Zhang Renzhe Xu Han Yu Hao Zou Peng Cui 29 39 0 03 Mar 2023
Cross-domain Transfer Learning and State Inference for Soft Robots via a Semi-supervised Sequential Variational Bayes Framework Shageenderan Sapai Junn Yong Loo Z. Y. Ding Chee Pin Tan Raphaël C.-W. Phan Vishnu Monn Baskaran Surya Girinatha Nurzaman DRL 16 5 0 03 Mar 2023
Choosing Public Datasets for Private Machine Learning via Gradient Subspace Distance Xin Gu Gautam Kamath Zhiwei Steven Wu 33 12 0 02 Mar 2023
Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction Daniel Weber Wolfgang Fuhl Enkelejda Kasneci A. Zell 26 3 0 01 Mar 2023
TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders Mingyue Cheng Qi Liu Zhiding Liu Haotong Zhang Rujiao Zhang Enhong Chen AI4TS 47 42 0 01 Mar 2023
Deep Learning for Identifying Iran's Cultural Heritage Buildings in Need of Conservation Using Image Classification and Grad-CAM M. Bahrami A. Albadvi 19 4 0 28 Feb 2023
MDF-Net for abnormality detection by fusing X-rays with clinical data Chih-Jou Hsieh Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Jacinto C. Nascimento Joaquim A. Jorge Catarina Moreira 18 8 0 26 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu H. Shen TTA 41 96 0 23 Feb 2023
Semantic-Fused Multi-Granularity Cross-City Traffic Prediction Kehua Chen Yuxuan Liang Jindong Han Siyuan Feng Meixin Zhu Hai Yang AI4TS 45 6 0 23 Feb 2023
Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes Charles Riou Pierre Alquier Badr-Eddine Chérief-Abdellatif 62 9 0 23 Feb 2023
pykanto: a python library to accelerate research on wild bird song Nilo Merino Recalde 29 7 0 20 Feb 2023
A Comprehensive Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques Wenbin Li Hakim Hacid Ebtesam Almazrouei Merouane Debbah 36 13 0 16 Feb 2023
Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models Guillaume Lambert Bachir Hamrouche Joseph de Vilmarest AI4TS 31 3 0 16 Feb 2023
Transfer Learning for Bayesian Optimization: A Survey Tianyi Bai Yang Li Yu Shen Xinyi Zhang Wentao Zhang Bin Cui BDL 39 29 0 12 Feb 2023
Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 41 2 0 10 Feb 2023
Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization Spandan Dey Md. Sahidullah G. Saha 21 11 0 10 Feb 2023
Mixed formulation of physics-informed neural networks for thermo-mechanically coupled systems and heterogeneous domains Ali Harandi Ahmad Moeineddin Michael Kaliske Stefanie Reese Shahed Rezaei AI4CE PINN 27 42 0 09 Feb 2023
ChemVise: Maximizing Out-of-Distribution Chemical Detection with the Novel Application of Zero-Shot Learning Alexander M. Moore Randy C. Paffenroth K. T. Ngo J. Uzarski OOD AAML 20 1 0 09 Feb 2023
Zero-Shot Learning for Requirements Classification: An Exploratory Study Waad Alhoshan Alessio Ferrari Liping Zhao VLM 25 39 0 09 Feb 2023
A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions G. Pihlgren Konstantina Nikolaidou Prakash Chandra Chhipa Nosheen Abid Rajkumar Saini Fredrik Sandin Marcus Liwicki 29 10 0 08 Feb 2023
A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends Xiaoye Qu Yingjie Gu Qingrong Xia Zechang Li Zhefeng Wang Baoxing Huai 43 17 0 07 Feb 2023