Browsing by Author "Fraser, Huon"
Now showing items 1-3 of 3
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Experiments in cross-domain few-shot learning for image classification
(Informa UK Limited, 2022)Cross-domain few-shot learning has many practical applications. This paper attempts to shed light on suitable configurations of feature exactors and ‘shallow’ classifiers in this machine learning setting. We apply ResNet-based ... -
Experiments in cross-domain few-shot learning for image classification: extended abstract
(PMLR, 2022)We summarise experiments (Wang et al., 2022) evaluating cross-domain few-shot learning (CDFSL) with feature extractors trained on ImageNet. The work explores the transfer performance of extracted features on five target ... -
Regression modelling of spectroscopic data using lazy learning and deep neural networks
(The University of Waikato, 2022)Neural networks show promise in modelling infrared (IR) spectroscopic data, but many of the proposed solutions in the literature are either Multilayer Perceptrons with a single hidden layer or are adapted from successful ...
