129 citations · 717 across the 46 of their papers we have counts for
5 papers · 1 filter
Classifying Malware Images with Convolutional Neural Network Models
Ahmed Bensaoud, Nawaf Abudawaood, Jugal Kalita
Due to increasing threats from malicious software (malware) in both number and complexity, researchers have developed approaches to automatic detection and classification of malwar…
Neural Twins Talk
Zanyar Zohourianshahzadi, Jugal Kumar Kalita
Inspired by how the human brain employs more neural pathways when increasing the focus on a subject, we introduce a novel twin cascaded attention model that outperforms a state-of-…
Multi-task learning for natural language processing in the 2020s: where are we going?
Joseph Worsham, Jugal Kalita
Multi-task learning (MTL) significantly pre-dates the deep learning era, and it has seen a resurgence in the past few years as researchers have been applying MTL to deep learning s…
Abstractive and mixed summarization for long-single documents
Roger Barrull, Jugal Kalita
The lack of diversity in the datasets available for automatic summarization of documents has meant that the vast majority of neural models for automatic summarization have been tra…
Introducing Aspects of Creativity in Automatic Poetry Generation
Brendan Bena, Jugal Kalita
Poetry Generation involves teaching systems to automatically generate text that resembles poetic work. A deep learning system can learn to generate poetry on its own by training on…