Spatial Transfer Learning with Simple MLP
Machine Learning
2024-05-08 v1 Methodology
Machine Learning
Authors:
Hongjian Yang
Abstract
First step to investigate the potential of transfer learning applied to the field of spatial statistics
Cite
@article{arxiv.2405.03720,
title = {Spatial Transfer Learning with Simple MLP},
author = {Hongjian Yang},
journal= {arXiv preprint arXiv:2405.03720},
year = {2024}
}
Related papers
View all related →
Applications · Statistics
Spatial regression-based transfer learning for prediction problems
Daisuke Murakami, Mami Kajita, Seiji Kajita
2022-11-22
Machine Learning · Computer Science
Enhancing Machine Learning Potentials through Transfer Learning across Chemical Elements
Sebastien Röcken, Julija Zavadlav
2025-02-20
Computation and Language · Computer Science
How Transferable are Neural Networks in NLP Applications?
Lili Mou, Zhao Meng, Rui Yan, Ge Li +3
2016-10-14
Machine Learning · Statistics
Limits of Transfer Learning
Jake Williams, Abel Tadesse, Tyler Sam, Huey Sun +1
2020-06-24
Computation and Language · Computer Science
Transfer Learning for Speech and Language Processing
Dong Wang, Thomas Fang Zheng
2015-11-20
Computer Vision and Pattern Recognition · Computer Science
Visual Transfer Learning: Informal Introduction and Literature Overview
Erik Rodner
2012-11-07
Machine Learning · Computer Science
A Concise Review of Transfer Learning
Abolfazl Farahani, Behrouz Pourshojae, Khaled Rasheed, Hamid R. Arabnia
2021-04-07
Methodology · Statistics
Transfer learning under latent space model
Kuangnan Fang, Ruixuan Qin, Xinyan Fan
2025-09-22
Machine Learning · Computer Science
Transfer learning extensions for the probabilistic classification vector machine
Christoph Raab, Frank-Michael Schleif
2020-07-15
Machine Learning · Computer Science
Feasibility of Transfer Learning: A Mathematical Framework
Haoyang Cao, Haotian Gu, Xin Guo
2023-05-23
Machine Learning · Computer Science
Feasibility and Transferability of Transfer Learning: A Mathematical Framework
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
2023-01-30
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
Distribution-Based Categorization of Classifier Transfer Learning
Ricardo Gamelas Sousa, Luís A. Alexandre, Jorge M. Santos, Luís M. Silva +1
2017-12-07
Computer Vision and Pattern Recognition · Computer Science
Domain Adaptation and Transfer Learning in StochasticNets
Mohammad Javad Shafiee, Parthipan Siva, Paul Fieguth, Alexander Wong
2015-12-21
Machine Learning · Statistics
Bayesian Transfer Learning
Piotr M. Suder, Jason Xu, David B. Dunson
2023-12-22
Machine Learning · Computer Science
Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning
Junyu Xuan, Jie Lu, Guangquan Zhang
2021-09-29
Machine Learning · Computer Science
Multi-Relevance Transfer Learning
Tianchun Wang
2017-11-10
Machine Learning · Computer Science
A Comprehensive Survey on Transfer Learning
Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, Dongbo Xi +4
2020-06-24
Machine Learning · Computer Science
Transfer from Multiple Linear Predictive State Representations (PSR)
Sri Ramana Sekharan, Ramkumar Natarajan, Siddharthan Rajasekaran
2017-02-09
Machine Learning · Computer Science
Explicit Domain Adaptation with Loosely Coupled Samples
Oliver Scheel, Loren Schwarz, Nassir Navab, Federico Tombari
2020-04-28
High Energy Astrophysical Phenomena · Physics
Transfer Learning in Astronomy: A New Machine-Learning Paradigm
Ricardo Vilalta
2018-12-27
Machine Learning · Computer Science
On partitioning of an SHM problem and parallels with transfer learning
G. Tsialiamanis, D. J. Wagg, P. A. Gardner, N. Dervilis +1
2022-03-04
Mathematical Finance · Quantitative Finance
Risk of Transfer Learning and its Applications in Finance
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
2023-11-07
Computation and Language · Computer Science
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning
Roshanak Mirzaee, Parisa Kordjamshidi
2022-11-07
Solar and Stellar Astrophysics · Physics
Transfer Learning in Spatial-Temporal Forecasting of the Solar Magnetic Field
Eurico Covas
2023-08-07