Search Results for author: Zongying Liu

Found 2 papers, 2 papers with code

Modeling Generalized Specialist Approach To Train Quality Resilient Snapshot Ensemble

1 code implementation12 Jun 2022 Ghalib Ahmed Tahir, Chu Kiong Loo, Zongying Liu

During each training cycle of G-Specialist, a model is fine-tuned on the synthetic images generated by RQMixup, intermixing clean and distorted images of a particular distortion at a randomly chosen level.

Data Augmentation Transfer Learning

Class-wise Classifier Design Capable of Continual Learning using Adaptive Resonance Theory-based Topological Clustering

1 code implementation18 Mar 2022 Naoki Masuyama, Yusuke Nojima, Farhan Dawood, Zongying Liu

This paper proposes a supervised classification algorithm capable of continual learning by utilizing an Adaptive Resonance Theory (ART)-based growing self-organizing clustering algorithm.

Classification Clustering +1

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