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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
Target inductive methods for zero-shot regression Miriam Fdez-Díaz J. R. Quevedo E. Montañés 85 7 0 02 Feb 2024
Self-Supervised Contrastive Pre-Training for Multivariate Point Processes Xiao Shou D. Subramanian D. Bhattacharjya Tian Gao Kristin P. Bennet 3DPC SSL 65 0 0 01 Feb 2024
Control-Theoretic Techniques for Online Adaptation of Deep Neural Networks in Dynamical Systems Jacob G. Elkins F. Fahimi AI4CE 98 0 0 01 Feb 2024
PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software Wenxin Jiang Jerin Yasmin Jason Jones Nicholas Synovic Jiashen Kuo Nathaniel Bielanski Yuan Tian George K. Thiruvathukal James C. Davis 95 14 0 01 Feb 2024
Graph Domain Adaptation: Challenges, Progress and Prospects Boshen Shi Yongqing Wang Fangda Guo Bingbing Xu Huawei Shen Xueqi Cheng OOD 66 7 0 01 Feb 2024
Privacy and Security Implications of Cloud-Based AI Services : A Survey Alka Luqman Riya Mahesh Anupam Chattopadhyay 59 2 0 31 Jan 2024
EarthGPT: A Universal Multi-modal Large Language Model for Multi-sensor Image Comprehension in Remote Sensing Domain Wei Zhang Miaoxin Cai Tong Zhang Zhuang Yin Xuerui Mao 139 103 0 30 Jan 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 252 18 0 30 Jan 2024
When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges Abdenour Hadid Tanujit Chakraborty Daniel Busby AI4CE 116 15 0 25 Jan 2024
Weakly supervised covariance matrices alignment through Stiefel matrices estimation for MEG applications Antoine Collas Rémi Flamary Alexandre Gramfort 58 2 0 24 Jan 2024
Beimingwu: A Learnware Dock System Zhi-Hao Tan Jian-Dong Liu Xiao-Dong Bi Peng Tan Qin-Cheng Zheng Hai-Tian Liu Yi Xie Xiao-Chuan Zou Yang Yu Zhi Zhou 86 6 0 24 Jan 2024
Multi-Agent Based Transfer Learning for Data-Driven Air Traffic Applications Chuhao Deng Hong Choi Hyun-Soo Park Inseok Hwang AI4TS 54 2 0 23 Jan 2024
On the Utility of Probing Trajectories for Algorithm-Selection Quentin Renau Emma Hart 86 6 0 23 Jan 2024
Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data Leonardo Castro-Gonzalez Yi-Ling Chung Hannak Rose Kirk John Francis Angus R. Williams Pica Johansson Jonathan Bright 85 1 0 22 Jan 2024
Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure T. T. Cai Hongming Pu 58 21 0 22 Jan 2024
A Hybrid Approach of Transfer Learning and Physics-Informed Modeling: Improving Dissolved Oxygen Concentration Prediction in an Industrial Wastewater Treatment Plant Ece S. Koksal Erdal Aydin PINN AI4CE 59 1 0 20 Jan 2024
A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding Bruna Junqueira Bruno Aristimunha Sylvain Chevallier Raphael Y. de Camargo 85 6 0 19 Jan 2024
3D Room Geometry Inference from Multichannel Room Impulse Response using Deep Neural Network Inmo Yeon Jung-Woo Choi 3DV 52 4 0 19 Jan 2024
Agricultural Object Detection with You Look Only Once (YOLO) Algorithm: A Bibliometric and Systematic Literature Review Chetan M. Badgujar Alwin Poulose Hao Gan 99 9 0 18 Jan 2024
Transfer Learning in Human Activity Recognition: A Survey Sourish Gunesh Dhekane Thomas Ploetz MU AI4TS 108 43 0 18 Jan 2024
Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach Sagar Shrestha Xiao Fu 89 3 0 18 Jan 2024
Transferring Core Knowledge via Learngenes Fu Feng Jing Wang Xin Geng 120 7 0 16 Jan 2024
Jewelry Recognition via Encoder-Decoder Models José M. Alcalde-Llergo Enrique Yeguas-Bolivar Andrea Zingoni Alejandro Fuerte-Jurado 40 0 0 15 Jan 2024
Domain Adaptation for Time series Transformers using One-step fine-tuning Subina Khanal Seshu Tirupathi Giulio Zizzo Ambrish Rawat T. Pedersen AI4TS 62 5 0 12 Jan 2024
A Temporal-Spectral Fusion Transformer with Subject-Specific Adapter for Enhancing RSVP-BCI Decoding Xujin Li Wei Wei Shuang Qiu Huiguang He 88 2 0 12 Jan 2024
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN Muhammad Ali Farooq Wang Yao Michael Schukat Mark A Little Peter Corcoran DiffM MedIm 73 12 0 10 Jan 2024
TIER: Text-Image Encoder-based Regression for AIGC Image Quality Assessment Jiquan Yuan Xinyan Cao Jinming Che Qinyuan Wang Sen Liang Wei Ren Jinlong Lin Xixin Cao EGVM 62 1 0 08 Jan 2024
Integration of physics-informed operator learning and finite element method for parametric learning of partial differential equations Shahed Rezaei Ahmad Moeineddin Michael Kaliske Markus Apel AI4CE 114 5 0 04 Jan 2024
Graph Neural Networks for Surfactant Multi-Property Prediction Christoforos Brozos Jan G. Rittig Sandip Bhattacharya Elie Akanny Christina Kohlmann Alexander Mitsos AI4CE 72 8 0 03 Jan 2024
Self-supervised learning for skin cancer diagnosis with limited training data Hamish Haggerty Rohitash Chandra 94 4 0 01 Jan 2024
Replica Tree-based Federated Learning using Limited Data Ramona Ghilea I. Rekik 70 0 0 28 Dec 2023
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection Huan Liu Zichang Tan Chuangchuang Tan Yunchao Wei Yao-Min Zhao Jingdong Wang ViT 102 55 0 27 Dec 2023
An Integrated Imitation and Reinforcement Learning Methodology for Robust Agile Aircraft Control with Limited Pilot Demonstration Data Gulay Goktas Sever Umut Demir A. S. Satir M. C. Sahin N. K. Üre 52 3 0 27 Dec 2023
Transfer and Alignment Network for Generalized Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Y. Wu Qianying Wang Ping Chen 105 11 0 27 Dec 2023
Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Qiuqiang Kong Feiran Yang Mark D. Plumbley Jun Yang 80 1 0 27 Dec 2023
Multi-Task Multi-Agent Shared Layers are Universal Cognition of Multi-Agent Coordination Jiawei Wang Jian Zhao Zhengtao Cao Ruili Feng Rongjun Qin Yang Yu 75 1 0 25 Dec 2023
Bayesian Transfer Learning Piotr M. Suder Jason Xu David B. Dunson 99 6 0 20 Dec 2023
H-ensemble: An Information Theoretic Approach to Reliable Few-Shot Multi-Source-Free Transfer Yanru Wu Jianning Wang Weida Wang Yang Li 76 4 0 19 Dec 2023
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes Nabeel Seedat Nicolas Huynh B. V. Breugel M. Schaar 114 29 0 19 Dec 2023
A review of federated learning in renewable energy applications: Potential, challenges, and future directions Albin Grataloup Stefan Jonas Angela Meyer 126 4 0 18 Dec 2023
Domain adaption and physical constrains transfer learning for shale gas production Zhao-zhong Yang Liangjie Gou Chao Min Duo Yi Xiaogang Li Guo-quan Wen AI4CE 80 0 0 18 Dec 2023
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy Everton L. Aleixo J. Colonna Marco Cristo Everlandio Fernandes CLL 114 27 0 16 Dec 2023
Morphological Profiling for Drug Discovery in the Era of Deep Learning Qiaosi Tang R. Ratnayake Gustavo Seabra Zhe Jiang Ruogu Fang ... Tamer Kahveci Jiang Bian Chenglong Li H. Luesch Yanjun Li 85 4 0 13 Dec 2023
GIST: Improving Parameter Efficient Fine Tuning via Knowledge Interaction Jiacheng Ruan Jingsheng Gao Mingye Xie Suncheng Xiang Zefang Yu Ting Liu Yuzhuo Fu MoE 100 6 0 12 Dec 2023
Not All Data Matters: An End-to-End Adaptive Dataset Pruning Framework for Enhancing Model Performance and Efficiency Suorong Yang Hongchao Yang Suhan Guo Shen Furao Jian Zhao 50 3 0 09 Dec 2023
Vision-based Learning for Drones: A Survey Jiaping Xiao Rangya Zhang Yuhang Zhang Mir Feroskhan 79 5 0 08 Dec 2023
Data Scarcity in Recommendation Systems: A Survey Zefeng Chen Wensheng Gan Jiayang Wu Kaixia Hu Hong Lin 87 25 0 08 Dec 2023
Enhancing Polynomial Chaos Expansion Based Surrogate Modeling using a Novel Probabilistic Transfer Learning Strategy Wyatt Bridgman Uma Balakrishnan Reese E. Jones Jiefu Chen Xuqing Wu Cosmin Safta Yueqin Huang Mohammad Khalil 39 0 0 07 Dec 2023
Combining inherent knowledge of vision-language models with unsupervised domain adaptation through self-knowledge distillation Thomas Westfechtel Dexuan Zhang Tatsuya Harada VLM 78 2 0 07 Dec 2023
Diversified in-domain synthesis with efficient fine-tuning for few-shot classification Victor G. Turrisi da Costa Nicola Dall’Asen Yiming Wang N. Sebe Elisa Ricci 95 5 0 05 Dec 2023