A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

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Title
Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models Congcong Zhu Xiaoyan Xu Jiayue Han Jingrun Chen OOD AI4CE 33 0 0 16 May 2025
Uncovering Magnetic Phases with Synthetic Data and Physics-Informed Training Agustin Medina Marcelo Arlego Carlos A. Lamas AI4CE 23 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 31 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 28 0 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 42 0 0 09 May 2025
Multi-modal cascade feature transfer for polymer property prediction Kiichi Obuchi Yuta Yahagi Kiyohiko Toyama Shukichi Tanaka Kota Matsui 47 0 0 06 May 2025
Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach Yue Chen Hui Kang Jiahui Li Geng Su Boxiong Wang Jiacheng Wang Cong Liang Shuang Liang Dusit Niyato 49 0 0 06 May 2025
AKD : Adversarial Knowledge Distillation For Large Language Models Alignment on Coding tasks Ilyas Oulkadda Julien Perez ALM 44 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 32 0 0 04 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 28 1 0 02 May 2025
Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Vishal Gandhi Sagar Gandhi VLM 61 0 0 02 May 2025
Is Intelligence the Right Direction in New OS Scheduling for Multiple Resources in Cloud Environments? Xinglei Dou Lei Liu Limin Xiao VLM 38 0 0 21 Apr 2025
Fourier analysis of the physics of transfer learning for data-driven subgrid-scale models of ocean turbulence Moein Darman P. Hassanzadeh Laure Zanna A. Chattopadhyay 27 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 29 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 35 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 34 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 38 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 23 0 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 33 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 46 1 0 29 Mar 2025
Beyond Standard MoE: Mixture of Latent Experts for Resource-Efficient Language Models Zehua Liu Han Wu Ruifeng She Xiaojin Fu Xiongwei Han Tao Zhong Mingxuan Yuan MoE 47 0 0 29 Mar 2025
A Proposal for Networks Capable of Continual Learning Zeki Doruk Erden Boi Faltings CLL 49 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 107 0 0 27 Mar 2025
How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation Paweł Zyblewski Szymon Wojciechowski LMTD 54 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 36 0 0 24 Mar 2025
Adaptive Physics-informed Neural Networks: A Survey Edgar Torres Jonathan Schiefer Mathias Niepert PINN AI4CE 65 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 56 0 0 21 Mar 2025
Sample-Efficient Bayesian Transfer Learning for Online Machine Parameter Optimization Philipp Wagner Tobias Nagel Philipp Leube Marco F. Huber 58 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 58 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 60 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 60 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 53 0 0 16 Mar 2025
TikZero: Zero-Shot Text-Guided Graphics Program Synthesis Jonas Belouadi Eddy Ilg M. Keuper Hideki Tanaka Masao Utiyama Raj Dabre Steffen Eger Simone Paolo Ponzetto 50 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 55 0 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 57 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 43 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 50 0 0 07 Mar 2025
A Survey of Foundation Models for Environmental Science Runlong Yu Shengyu Chen Yiqun Xie X. Jia AI4CE 61 1 0 05 Mar 2025
Call for Rigor in Reporting Quality of Instruction Tuning Data Hyeonseok Moon Jaehyung Seo Heuiseok Lim ALM 55 0 0 04 Mar 2025
AugFL: Augmenting Federated Learning with Pretrained Models Sheng Yue Zerui Qin Yongheng Deng Ju Ren Yaoxue Zhang Junshan Zhang FedML 85 0 0 04 Mar 2025
General Force Sensation for Tactile Robot Zhuo Chen N. Ou Xuyang Zhang Z. Wu Yongqiang Zhao Yixuan Wang Nathan Lepora Lorenzo Jamone Jiankang Deng Shan Luo 34 0 0 02 Mar 2025
Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response Prediction Wenrui Fan L. M. Riza Rizky Jiayang Zhang Chen Chen Haiping Lu Kevin Teh Dinesh Selvarajah Shuo Zhou 42 0 0 28 Feb 2025
The Common Objects Underwater (COU) Dataset for Robust Underwater Object Detection Rishi Mukherjee Sakshi Singh Jack McWilliams Junaed Sattar 59 1 0 28 Feb 2025
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion Akhil Jalan Yassir Jedra Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 138 0 0 28 Feb 2025
Same accuracy, twice as fast: continuous training surpasses retraining from scratch Eli Verwimp Guy Hacohen Tinne Tuytelaars OnRL 44 0 0 28 Feb 2025
On the Role of Individual Differences in Current Approaches to Computational Image Aesthetics Li-Wei Chen Ombretta Strafforello Anne-Sofie Maerten Tinne Tuytelaars Johan Wagemans 59 0 0 27 Feb 2025
WOFOSTGym: A Crop Simulator for Learning Annual and Perennial Crop Management Strategies William Solow Sandhya Saisubramanian Alan Fern OffRL 71 0 0 26 Feb 2025
VVRec: Reconstruction Attacks on DL-based Volumetric Video Upstreaming via Latent Diffusion Model with Gamma Distribution Rui Lu B. Zhang Dan Wang VGen 173 0 0 25 Feb 2025
From Small to Large Language Models: Revisiting the Federalist Papers So Won Jeong Veronika Rockova 39 0 0 25 Feb 2025
Robust Confinement State Classification with Uncertainty Quantification through Ensembled Data-Driven Methods Y. Poels Cristina Venturini Alessandro Pau Olivier Sauter Vlado Menkovski TCV Team WPTE team 57 1 0 24 Feb 2025