Search Results for author: Ruzhang Zhao

Found 4 papers, 2 papers with code

AD-Aligning: Emulating Human-like Generalization for Cognitive Domain Adaptation in Deep Learning

no code implementations15 May 2024 Zhuoying Li, Bohua Wan, Cong Mu, Ruzhang Zhao, Shushan Qiu, Chao Yan

Domain adaptation is pivotal for enabling deep learning models to generalize across diverse domains, a task complicated by variations in presentation and cognitive nuances.

Domain Adaptation

Heterogeneous Transfer Learning for Building High-Dimensional Generalized Linear Models with Disparate Datasets

1 code implementation20 Dec 2023 Ruzhang Zhao, Prosenjit Kundu, Arkajyoti Saha, Nilanjan Chatterjee

In this article, we describe a transfer learning approach for building high-dimensional generalized linear models using data from a main study that has detailed information on all predictors, and from one or more external studies that have ascertained a more limited set of predictors.

Transfer Learning

A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient

no code implementations14 Oct 2018 Ruzhang Zhao, Yajun Fang, Berthold K. P. Horn

For identification of change information in image sequences, most studies focus on change detection in one image sequence, while few studies have considered the change level comparison between two different image sequences.

Change Detection object-detection +1

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