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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
Heterogeneous-Modal Unsupervised Domain Adaptation via Latent Space Bridging Jiawen Yang Shuhao Chen Yucong Duan K. Tang Yu Zhang 30 0 0 19 Jun 2025
The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability Jiachen Hu Rui Ai Han Zhong Xiaoyu Chen L. Wang Zhaoran Wang Zhuoran Yang 67 0 0 11 Jun 2025
Merging Smarter, Generalizing Better: Enhancing Model Merging on OOD Data Bingjie Zhang Hongkang Li Changlong Shi Guowei Rong He Zhao Dongsheng Wang Dandan Guo Meng Wang MoMe 68 0 0 10 Jun 2025
RadioDUN: A Physics-Inspired Deep Unfolding Network for Radio Map Estimation Taiqin Chen Zikun Zhou Zheng Fang W. Zou Kanjun Liu Ke Chen Yongbing Zhang Yaowei Wang 33 0 0 10 Jun 2025
Towards provable probabilistic safety for scalable embodied AI systems Linxuan He Qing-Shan Jia Ang Li Hongyan Sang Ling Wang ... Yisen Wang Peng Wei Zhongyuan Wang Henry X. Liu Shuo Feng 34 0 0 05 Jun 2025
COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning Chamika Sudusinghe Gerasimos Gerogiannis Damitha Lenadora Damitha Sandeepa Lenadora Charles Block Josep Torrellas Charith Mendis 62 0 0 31 May 2025
Model Immunization from a Condition Number Perspective Amber Yijia Zheng Cedar Site Bai Brian Bullins Raymond A. Yeh MedIm 37 0 0 29 May 2025
Frequency-Adaptive Discrete Cosine-ViT-ResNet Architecture for Sparse-Data Vision Ziyue Kang Weichuan Zhang 36 0 0 28 May 2025
What happens when generative AI models train recursively on each others' generated outputs? Hung Ahn Vu Galen Reeves Emily Wenger 71 0 0 27 May 2025
Large Language Models for Planning: A Comprehensive and Systematic Survey Pengfei Cao Tianyi Men Wencan Liu Jingwen Zhang Xuzhao Li Xixun Lin Dianbo Sui Yanan Cao Kang Liu Jun Zhao LLMAG LM&Ro OffRL ELM LRM 136 0 0 26 May 2025
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration Huan Wang Haoran Li H. Chen Jun Yan Lijuan Wang Jiahua Shi Shiping Chen Jun Shen FedML 49 0 0 25 May 2025
TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations Alan Arazi Eilam Shapira Roi Reichart LMTD 218 0 0 23 May 2025
Unintended Bias in 2D+ Image Segmentation and Its Effect on Attention Asymmetry Zsófia Molnár Gergely Szabó András Horváth 61 0 0 20 May 2025
Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models Congcong Zhu Xiaoyan Xu Jiayue Han Jingrun Chen OOD AI4CE 169 0 0 16 May 2025
Uncovering Magnetic Phases with Synthetic Data and Physics-Informed Training Agustin Medina Marcelo Arlego Carlos A. Lamas AI4CE 72 0 0 15 May 2025
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing Oishee Bintey Hoque Nibir Chandra Mandal Abhijin Adiga Samarth Swarup S. Nouwakpo Amanda Wilson Madhav Marathe 101 0 0 13 May 2025
Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Wei Li Ming Hu Guoan Wang Lihao Liu Kaijin Zhou Junzhi Ning Xin Guo Zongyuan Ge Lixu Gu Junjun He 115 1 0 12 May 2025
Automated Knot Detection and Pairing for Wood Analysis in the Timber Industry Guohao Lin Shidong Pan Rasul Khanbayov Changxi Yang Ani Khaloian-Sarnaghi Andriy Kovryga 53 0 0 09 May 2025
Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach Yue Chen Hui Kang Jiahui Li Geng Sun Boxiong Wang Jiacheng Wang Cong Liang Shuang Liang Dusit Niyato 251 0 0 06 May 2025
Multi-modal cascade feature transfer for polymer property prediction Kiichi Obuchi Yuta Yahagi Kiyohiko Toyama Shukichi Tanaka Kota Matsui 202 0 0 06 May 2025
AKD : Adversarial Knowledge Distillation For Large Language Models Alignment on Coding tasks Ilyas Oulkadda Julien Perez ALM 80 0 0 05 May 2025
Local Herb Identification Using Transfer Learning: A CNN-Powered Mobile Application for Nepalese Flora Prajwal Thapa Mridul Sharma Jinu Nyachhyon Yagya Raj Pandeya 52 0 0 04 May 2025
Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Vishal Gandhi Sagar Gandhi VLM 124 0 0 02 May 2025
Transfer Learning-Based Deep Residual Learning for Speech Recognition in Clean and Noisy Environments Noussaiba Djeffal Djamel Addou Hamza Kheddar Sid Ahmed Selouani 115 1 0 02 May 2025
Fourier analysis of the physics of transfer learning for data-driven subgrid-scale models of ocean turbulence Moein Darman Pedram Hassanzadeh Laure Zanna Ashesh Chattopadhyay 63 1 0 21 Apr 2025
Is Intelligence the Right Direction in New OS Scheduling for Multiple Resources in Cloud Environments? Xinglei Dou Lei Liu Limin Xiao VLM 65 0 0 21 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 90 0 0 18 Apr 2025
Quantum Computing Supported Adversarial Attack-Resilient Autonomous Vehicle Perception Module for Traffic Sign Classification Reek Majumder M. Chowdhury S. Khan Zadid Khan Fahim Ahmad Frank Ngeni G. Comert Judith Mwakalonge Dimitra Michalaka AAML 42 0 0 17 Apr 2025
Cross-cultural Deployment of Autonomous Vehicles Using Data-light Inverse Reinforcement Learning Hongliang Lu Shuqi Shen Junjie Yang Chao Lu Xinhu Zheng Hai Yang 69 0 0 15 Apr 2025
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A Systematic Review Yuezhe Yang Boyu Yang Yaqian Wang Yang He Xingbo Dong Zhe Jin 98 0 0 15 Apr 2025
Analogical Learning for Cross-Scenario Generalization: Framework and Application to Intelligent Localization Zirui Chen Zhaoyang Zhang Ziqing Xing Ridong Li Zhaohui Yang Richeng Jin Chongwen Huang YuZhi Yang Mérouane Debbah 91 1 0 09 Apr 2025
Foundation Models for Environmental Science: A Survey of Emerging Frontiers Runlong Yu Shengyu Chen Yiqun Xie Huaxiu Yao J. Willard X. Jia AI4CE 131 1 0 05 Apr 2025
PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inference Guanqiao Qu Qian Chen Xianhao Chen Kaibin Huang Yuguang Fang 91 1 0 29 Mar 2025
A Proposal for Networks Capable of Continual Learning Zeki Doruk Erden Boi Faltings CLL 113 0 0 28 Mar 2025
Neuroplasticity in Artificial Intelligence -- An Overview and Inspirations on Drop In & Out Learning Yupei Li M. Milling Björn Schuller AI4CE 179 1 0 27 Mar 2025
How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation Paweł Zyblewski Szymon Wojciechowski LMTD 93 0 0 25 Mar 2025
Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer Learning Gautham Udayakumar Bekal Ahmed Ghareeb Ashish Pujari AI4CE 82 0 0 24 Mar 2025
Adaptive Physics-informed Neural Networks: A Survey Edgar Torres Jonathan Schiefer Mathias Niepert PINN AI4CE 147 0 0 23 Mar 2025
Shear-based Grasp Control for Multi-fingered Underactuated Tactile Robotic Hands Christopher J. Ford Haoran Li M. G. Catalano Matteo Bianchi Efi Psomopoulou Nathan Lepora 89 0 0 21 Mar 2025
Sample-Efficient Bayesian Transfer Learning for Online Machine Parameter Optimization Philipp Wagner Tobias Nagel Philipp Leube Marco F. Huber 140 0 0 20 Mar 2025
Transport-Related Surface Detection with Machine Learning: Analyzing Temporal Trends in Madrid and Vienna Miguel Ureña Pliego Rubén Martínez Marín Nianfang Shi Takeru Shibayama Ulrich Leth Miguel Marchamalo Sacristán 225 0 0 19 Mar 2025
End-to-End Optimal Detector Design with Mutual Information Surrogates K. Wozniak Stephen Mulligan J. Kieseler Markus Klute Francois Fleuret Tobias Golling 102 1 0 18 Mar 2025
ProDiF: Protecting Domain-Invariant Features to Secure Pre-Trained Models Against Extraction Tong Zhou Shijin Duan Gaowen Liu Charles Fleming Ramana Rao Kompella Shaolei Ren Xiaolin Xu AAML 117 0 0 17 Mar 2025
Pathology Image Restoration via Mixture of Prompts Jiangdong Cai Yan Chen Zhenrong Shen Haotian Jiang Honglin Xiong Kai Xuan Lichi Zhang Qian Wang MedIm 85 0 0 16 Mar 2025
TikZero: Zero-Shot Text-Guided Graphics Program Synthesis Jonas Belouadi Eddy Ilg Margret Keuper Hideki Tanaka Masao Utiyama Raj Dabre Steffen Eger Simone Paolo Ponzetto 215 0 0 14 Mar 2025
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? Yuechen Xie Jie Song Huiqiong Wang Mingli Song 86 0 0 12 Mar 2025
Revisiting semi-supervised learning in the era of foundation models Ping Zhang Zheda Mai Quang-Huy Nguyen Wei-Lun Chao 113 1 0 12 Mar 2025
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring Johnson Loh Lyubov Dudchenko Justus Viga T. Gemmeke 156 0 0 12 Mar 2025
Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis Wei Wu Hao Zhang Zhisen Wei Xiao-Yuan Jing Qinghua Zhang Songsong Wu 87 0 0 11 Mar 2025
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data Zengqun Zhao Ziquan Liu Yu Cao Shaogang Gong Ioannis Patras 100 0 0 07 Mar 2025