1 citations · 1 across the 2 of their papers we have counts for
3 papers · 1 filter
Transfer Learning Robustness in Multi-Class Categorization by Fine-Tuning Pre-Trained Contextualized Language Models
Xinyi Liu, Artit Wangperawong
This study compares the effectiveness and robustness of multi-class categorization of Amazon product data using transfer learning on pre-trained contextualized language models. Spe…
Comparing heterogeneous entities using artificial neural networks of trainable weighted structural components and machine-learned activation functions
Artit Wangperawong, Kettip Kriangchaivech, Austin Lanari +2
To compare entities of differing types and structural components, the artificial neural network paradigm was used to cross-compare structural components between heterogeneous docum…
Churn analysis using deep convolutional neural networks and autoencoders
Artit Wangperawong, Cyrille Brun, Olav Laudy +1
Customer temporal behavioral data was represented as images in order to perform churn prediction by leveraging deep learning architectures prominent in image classification. Superv…