A Comprehensive Survey on Transfer Learning

7 November 2019

Hengshu Zhu

Papers citing "A Comprehensive Survey on Transfer Learning"

50 / 997 papers shown

Title
Transfer Learning Beyond Bounded Density Ratios Alkis Kalavasis Ilias Zadik Manolis Zampetakis 50 4 0 18 Mar 2024
On the low-shot transferability of [V]-Mamba Diganta Misra Jay Gala Antonio Orvieto Mamba 50 1 0 15 Mar 2024
Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models Tian Meng Yang Tao Ruilin Lyu Wuliang Yin VLM 46 1 0 15 Mar 2024
Regularization-Based Efficient Continual Learning in Deep State-Space Models Yuanhang Zhang Zhidi Lin Yiyong Sun Feng Yin Carsten Fritsche CLL 26 2 0 15 Mar 2024
LabelAId: Just-in-time AI Interventions for Improving Human Labeling Quality and Domain Knowledge in Crowdsourcing Systems Chu Li Zhihan Zhang Michael Saugstad Esteban Safranchik Minchu Kulkarni Xiaoyu Huang Shwetak N. Patel Vikram Iyer Tim Althoff Jon E. Froehlich 48 5 0 14 Mar 2024
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts Shengzhuang Chen Jihoon Tack Yunqiao Yang Yee Whye Teh Jonathan Richard Schwarz Ying Wei MoE 43 1 0 13 Mar 2024
Cross-user activity recognition using deep domain adaptation with temporal relation information Xiaozhou Ye Waleed H. Abdulla Nirmal Nair Kevin I-Kai Wang 37 2 0 12 Mar 2024
Machine Learning Techniques for Sensor-based Human Activity Recognition with Data Heterogeneity -- A Review Xiaozhou Ye Kouichi Sakurai Nirmal Nair Kevin I-Kai Wang 18 7 0 12 Mar 2024
Measuring Data Similarity for Efficient Federated Learning: A Feasibility Study Fernanda Famá Charalampos Kalalas Sandra Lagen Paolo Dini FedML 30 3 0 12 Mar 2024
Pre-Trained Model Recommendation for Downstream Fine-tuning Jiameng Bai Sai Wu Jie Song Junbo Zhao Gang Chen 42 0 0 11 Mar 2024
Towards In-Vehicle Multi-Task Facial Attribute Recognition: Investigating Synthetic Data and Vision Foundation Models Esmaeil Seraj Walter Talamonti 30 0 0 10 Mar 2024
Active Generalized Category Discovery Shijie Ma Fei Zhu Zhun Zhong Xu-Yao Zhang Cheng-Lin Liu 37 13 0 07 Mar 2024
On Transfer in Classification: How Well do Subsets of Classes Generalize? Raphael Baena Lucas Drumetz Vincent Gripon 37 0 0 06 Mar 2024
Training Machine Learning models at the Edge: A Survey Aymen Rayane Khouas Mohamed Reda Bouadjenek Hakim Hacid Sunil Aryal 29 10 0 05 Mar 2024
A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder Kedi Chen Jie Zhou Qin Chen Shunyu Liu Liang He 38 2 0 01 Mar 2024
Automated Testing of Spatially-Dependent Environmental Hypotheses through Active Transfer Learning Nicholas Harrison Nathan D. Wallace Salah Sukkarieh 18 0 0 28 Feb 2024
Transfer Learning Bayesian Optimization to Design Competitor DNA Molecules for Use in Diagnostic Assays Ruby Sedgwick John P. Goertz Molly M. Stevens Ruth Misener Mark van der Wilk BDL 19 0 0 27 Feb 2024
Towards Generalizing Inferences from Trials to Target Populations Melody Y Huang Harsh Parikh 27 2 0 26 Feb 2024
Key Design Choices in Source-Free Unsupervised Domain Adaptation: An In-depth Empirical Analysis Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 42 1 0 25 Feb 2024
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data Majid Farhadloo Arun Sharma Jayant Gupta Alexey A. Leontovich Svetomir N. Markovic Shashi Shekhar 26 4 0 22 Feb 2024
WhaleNet: a Novel Deep Learning Architecture for Marine Mammals Vocalizations on Watkins Marine Mammal Sound Database Alessandro Licciardi Davide Carbone Politecnico di Torino 20 3 0 20 Feb 2024
Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation Yuan Yuan Chenyang Shao Jingtao Ding Depeng Jin Yong Li AI4TS AI4CE 48 18 0 19 Feb 2024
Beyond Generalization: A Survey of Out-Of-Distribution Adaptation on Graphs Shuhan Liu Kaize Ding OOD 29 5 0 17 Feb 2024
Robust agents learn causal world models Jonathan G. Richens Tom Everitt OOD 122 36 0 16 Feb 2024
Efficient Language Adaptive Pre-training: Extending State-of-the-Art Large Language Models for Polish Szymon Ruciñski 36 5 0 15 Feb 2024
Subgraph Pooling: Tackling Negative Transfer on Graphs Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 44 6 0 14 Feb 2024
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing Yongzhe Jia Xuyun Zhang Amin Beheshti Wanchun Dou FedML 24 5 0 13 Feb 2024
Comparative Analysis of ImageNet Pre-Trained Deep Learning Models and DINOv2 in Medical Imaging Classification Yuning Huang Jingchen Zou Lanxi Meng Xin Yue Qing Zhao Jianqiang Li Changwei Song Gabriel Jimenez Shaowu Li Guanghui Fu 36 8 0 12 Feb 2024
Transfer learning with generative models for object detection on limited datasets Matteo Paiano Stefano Martina Carlotta Giannelli Filippo Caruso 45 3 0 09 Feb 2024
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems Clara Punzi Roberto Pellungrini Mattia Setzu F. Giannotti D. Pedreschi 25 5 0 09 Feb 2024
A Survey on Robotics with Foundation Models: toward Embodied AI Zhiyuan Xu Kun Wu Junjie Wen Jinming Li Ning Liu Zhengping Che Jian Tang AI4CE LRM LM&Ro 28 24 0 04 Feb 2024
Data Poisoning for In-context Learning Pengfei He Han Xu Yue Xing Hui Liu Makoto Yamada Jiliang Tang AAML SILM 30 10 0 03 Feb 2024
Online Transfer Learning for RSV Case Detection Yiming Sun Yuhe Gao Runxue Bao Gregory F. Cooper J. Espino Harry Hochheiser Marian G. Michaels J. M. Aronis Chenxi Song Ye Ye 30 2 0 03 Feb 2024
On Catastrophic Inheritance of Large Foundation Models Hao Chen Bhiksha Raj Xing Xie Jindong Wang AI4CE 56 12 0 02 Feb 2024
Cooperative Knowledge Distillation: A Learner Agnostic Approach Michael J. Livanos Ian Davidson Stephen Wong 24 0 0 02 Feb 2024
Direct side information learning for zero-shot regression Miriam Fdez-Díaz E. Montañés J. R. Quevedo 24 0 0 02 Feb 2024
Target inductive methods for zero-shot regression Miriam Fdez-Díaz J. R. Quevedo E. Montañés 18 6 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 6 0 0 01 Feb 2024
Control-Theoretic Techniques for Online Adaptation of Deep Neural Networks in Dynamical Systems Jacob G. Elkins F. Fahimi AI4CE 24 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 41 11 0 01 Feb 2024
Graph Domain Adaptation: Challenges, Progress and Prospects Boshen Shi Yongqing Wang Fangda Guo Bingbing Xu Huawei Shen Xueqi Cheng OOD 37 5 0 01 Feb 2024
Privacy and Security Implications of Cloud-Based AI Services : A Survey Alka Luqman Riya Mahesh Anupam Chattopadhyay 30 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 30 88 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 77 15 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 32 11 0 25 Jan 2024
Weakly supervised covariance matrices alignment through Stiefel matrices estimation for MEG applications Antoine Collas Rémi Flamary Alexandre Gramfort 11 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-Hua Zhou 19 4 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 16 1 0 23 Jan 2024
On the Utility of Probing Trajectories for Algorithm-Selection Quentin Renau Emma Hart 35 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 50 1 0 22 Jan 2024