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A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

50 / 1,013 papers shown

Title
A Survey of Foundation Models for Environmental Science Runlong Yu Shengyu Chen Yiqun Xie X. Jia AI4CE 144 1 0 05 Mar 2025
Call for Rigor in Reporting Quality of Instruction Tuning Data Hyeonseok Moon Jaehyung Seo Heuiseok Lim ALM 131 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 141 0 0 04 Mar 2025
General Force Sensation for Tactile Robot Zhuo Chen N. Ou Xuyang Zhang Z. Wu Yongqiang Zhao Yansen Wang Nathan Lepora Lorenzo Jamone Jiankang Deng Shan Luo 92 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 92 0 0 28 Feb 2025
Same accuracy, twice as fast: continuous training surpasses retraining from scratch Eli Verwimp Guy Hacohen Tinne Tuytelaars OnRL 85 0 0 28 Feb 2025
The Common Objects Underwater (COU) Dataset for Robust Underwater Object Detection Rishi Mukherjee Sakshi Singh Jack McWilliams Junaed Sattar 81 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 509 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 95 0 0 27 Feb 2025
WOFOSTGym: A Crop Simulator for Learning Annual and Perennial Crop Management Strategies William Solow Sandhya Saisubramanian Alan Fern OffRL 124 0 0 26 Feb 2025
From Small to Large Language Models: Revisiting the Federalist Papers So Won Jeong Veronika Rockova 206 0 0 25 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 296 0 0 25 Feb 2025
IGN : Implicit Generative Networks Haozheng Luo Tianyi Wu Feiyu Han Zhijun Yan OffRL 115 1 0 24 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 162 2 0 24 Feb 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation B. Shirokikh Anvar Kurmukov Mariia Donskova Valentin Samokhin Mikhail Belyaev Ivan Oseledets OOD 96 0 0 24 Feb 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation Prafful Kumar Khoba Zijian Wang Chetan Arora Mahsa Baktashmotlagh AAML 133 0 0 23 Feb 2025
Transfer Learning through Enhanced Sufficient Representation: Enriching Source Domain Knowledge with Target Data Yeheng Ge Xueyu Zhou Jian Huang 86 0 0 22 Feb 2025
An Efficient Ground-aerial Transportation System for Pest Control Enabled by AI-based Autonomous Nano-UAVs Luca Crupi L. Butera Alberto Ferrante Alessandro Giusti Daniele Palossi 103 2 0 21 Feb 2025
Evolutionary Algorithms Approach For Search Based On Semantic Document Similarity Chandrashekar Muniyappa Eujin Kim 191 2 0 20 Feb 2025
Continually Learning Structured Visual Representations via Network Refinement with Rerelation Zeki Doruk Erden Boi Faltings CLL 127 2 0 20 Feb 2025
LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging Zehua Liu Han Wu Yuxuan Yao Ruifeng She Xiongwei Han Tao Zhong Mingxuan Yuan MoMe 118 2 0 15 Feb 2025
Superpose Singular Features for Model Merging Haiquan Qiu You Wu Quanming Yao MoMe 177 0 0 15 Feb 2025
Aerial Reliable Collaborative Communications for Terrestrial Mobile Users via Evolutionary Multi-Objective Deep Reinforcement Learning Geng Sun Jian Xiao Jiahui Li Jiacheng Wang Jiawen Kang Dusit Niyato Shiwen Mao 150 3 0 09 Feb 2025
Survey on Recent Progress of AI for Chemistry: Methods, Applications, and Opportunities Ding Hu Pengxiang Hua Zhen Huang 289 0 0 09 Feb 2025
Beyond English: Evaluating Automated Measurement of Moral Foundations in Non-English Discourse with a Chinese Case Study Calvin Cheng Scott A. Hale 551 2 0 04 Feb 2025
Transfer Learning in Physics-Informed Neural Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation Yizheng Wang Jinshuai Bai M. Eshaghi C. Anitescu X. Zhuang Timon Rabczuk Yinghua Liu AI4CE 117 2 0 02 Feb 2025
Transfer Learning for Keypoint Detection in Low-Resolution Thermal TUG Test Images Wei-Lun Chen Chia-Yeh Hsieh Yu-Hsiang Kao Kai-Chun Liu Sheng-Yu Peng Yu Tsao 169 0 0 30 Jan 2025
FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint Shuo Shao Haozhe Zhu Hongwei Yao Yiming Li Minlie Huang Zhan Qin Kui Ren AAML 488 0 0 26 Jan 2025
Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects Louis Aberdeen Mark Hansen Melvyn Smith Lyndon N. Smith 146 0 0 22 Jan 2025
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation Wei Chen Guo Ye Yakun Wang Zhao Zhang Libang Zhang Daxin Wang Qing Cui Fuzhen Zhuang 244 2 0 17 Jan 2025
HAAQI-Net: A Non-intrusive Neural Music Audio Quality Assessment Model for Hearing Aids Dyah A. M. G. Wisnu Stefano Rini Ryandhimas E. Zezario Hsin-Min Wang Yu Tsao 188 0 0 10 Jan 2025
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning Zhe-Rui Yang Jindong Han Chang-Dong Wang Hao Liu OffRL 136 1 0 08 Jan 2025
Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification Shrihan Agarwal A. Ćiprijanović Brian D. Nord OOD 100 1 0 08 Jan 2025
Fine-Tuning Games: Bargaining and Adaptation for General-Purpose Models Benjamin Laufer Jon M. Kleinberg Hoda Heidari 161 11 0 03 Jan 2025
An LSTM Feature Imitation Network for Hand Movement Recognition from sEMG Signals Chuheng Wu S. F. Atashzar Mohammad Mahdi Ghassemi Tuka Alhanai 108 0 0 03 Jan 2025
A Survey of Controllable Learning: Methods and Applications in Information Retrieval Chenglei Shen Xiao Zhang Teng Shi Changshuo Zhang Guofu Xie Jun Xu 157 6 0 03 Jan 2025
Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images Leonardo Gabriel Ferreira Rodrigues Danilo Ferreira da Silva Larissa Ferreira Rodrigues João Fernando Mari 82 3 0 26 Dec 2024
Aspect-Based Few-Shot Learning Tim van Engeland Lu Yin Vlado Menkovski 213 0 0 17 Dec 2024
Multilabel Classification for Lung Disease Detection: Integrating Deep Learning and Natural Language Processing Maria Efimovich Jayden Lim Vedant Mehta Ethan Poon 118 0 0 16 Dec 2024
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices Yongzhe Jia Xuyun Zhang Hongsheng Hu K. Choo Lianyong Qi Xiaolong Xu Amin Beheshti Wanchun Dou MoMe FedML 134 0 0 08 Dec 2024
Directed Structural Adaptation to Overcome Statistical Conflicts and Enable Continual Learning Zeki Doruk Erden Boi Faltings 97 4 0 05 Dec 2024
Transfer Learning for Deep Learning-based Prediction of Lattice Thermal Conductivity L. Klochko M. dÁquin A. Togo L. Chaput AI4CE 74 0 0 27 Nov 2024
Aligning Generalisation Between Humans and Machines Filip Ilievski Barbara Hammer F. V. Harmelen Benjamin Paassen S. Saralajew ... Vered Shwartz Gabriella Skitalinskaya Clemens Stachl Gido M. van de Ven T. Villmann 322 1 0 23 Nov 2024
Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting Hongjun Wang Jiyuan Chen Lingyu Zhang Renhe Jiang Xuan Song AI4TS 189 1 0 18 Nov 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 120 22 0 16 Nov 2024
FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy Rishit Kapoor Jesher Joshua Muralidharan Vijayarangan Natarajan B FedML OOD 159 0 0 15 Nov 2024
Establishing and Evaluating Trustworthy AI: Overview and Research Challenges Dominik Kowald S. Scher Viktoria Pammer-Schindler Peter Müllner Kerstin Waxnegger ... Andreas Truegler Eduardo E. Veas Roman Kern Tomislav Nad Simone Kopeinik 72 4 0 15 Nov 2024
TEESlice: Protecting Sensitive Neural Network Models in Trusted Execution Environments When Attackers have Pre-Trained Models Ding Li Ziqi Zhang Mengyu Yao Y. Cai Yao Guo Xiangqun Chen FedML 75 2 0 15 Nov 2024
Drone Detection using Deep Neural Networks Trained on Pure Synthetic Data Mariusz Wisniewski Zeeshan A. Rana Ivan Petrunin Alan Holt Stephen Harman 98 2 0 13 Nov 2024
New Emerged Security and Privacy of Pre-trained Model: a Survey and Outlook Meng Yang Tianqing Zhu Chi Liu Wanlei Zhou Shui Yu Philip S. Yu AAML ELM PILM 112 1 0 12 Nov 2024