Computer Vision and Pattern Recognition · Computer Science
Visualizing Transfer Learning
Róbert Szabó, Dániel Katona, Márton Csillag, Adrián Csiszárik +1
2020-07-16
Computer Vision and Pattern Recognition · Computer Science
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective
Jing Zhang, Wanqing Li, Philip Ogunbona, Dong Xu
2019-05-21
Computation and Language · Computer Science
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-modal Knowledge Transfer
Woojeong Jin, Dong-Ho Lee, Chenguang Zhu, Jay Pujara +1
2022-03-18
Machine Learning · Computer Science
A Concise Review of Transfer Learning
Abolfazl Farahani, Behrouz Pourshojae, Khaled Rasheed, Hamid R. Arabnia
2021-04-07
Human-Computer Interaction · Computer Science
A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes
Yuxin Ma, Arlen Fan, Jingrui He, Arun Reddy Nelakurthi +1
2020-09-16
Computer Vision and Pattern Recognition · Computer Science
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types
Thomas Mensink, Jasper Uijlings, Alina Kuznetsova, Michael Gygli +1
2021-11-23
Computer Vision and Pattern Recognition · Computer Science
When & How to Transfer with Transfer Learning
Adrian Tormos, Dario Garcia-Gasulla, Victor Gimenez-Abalos, Sergio Alvarez-Napagao
2022-11-09
Machine Learning · Computer Science
Targeted transfer learning to improve performance in small medical physics datasets
Miguel Romero, Yannet Interian, Timothy Solberg, Gilmer Valdes
2021-06-09
Computer Vision and Pattern Recognition · Computer Science
Transfer Learning in Visual and Relational Reasoning
T. S. Jayram, Vincent Marois, Tomasz Kornuta, Vincent Albouy +2
2020-02-18
Machine Learning · Statistics
Limits of Transfer Learning
Jake Williams, Abel Tadesse, Tyler Sam, Huey Sun +1
2020-06-24
Computer Vision and Pattern Recognition · Computer Science
Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities
Aaryan Panda, Damodar Panigrahi, Shaswata Mitra, Sudip Mittal +1
2024-09-13
Computer Vision and Pattern Recognition · Computer Science
Supervised Transfer Learning at Scale for Medical Imaging
Basil Mustafa, Aaron Loh, Jan Freyberg, Patricia MacWilliams +11
2021-01-22
Computation and Language · Computer Science
Vision-and-Language Pretraining
Thong Nguyen, Cong-Duy Nguyen, Xiaobao Wu, See-Kiong Ng +1
2024-12-12