"Identification of Driver Phone Usage Violations via State-of-the-Art Object Detection with Tracking", Steven Carrell and Amir Atapour- Abarghouei

"Transforming Fake News: Robust Generalisable News Classification Using Transformers", Ciara Blackledge and Amir Atapour-Abarghouei

"Rank over Class: The Untapped Potential of Ranking in Natural Language Processing", Amir Atapour-Abarghouei, Stephen Bonner, and Andrew Stephen McGough

"Just" Drive: Colour Bias Mitigation For Sematic Segmentation in the context of Urban Driving, Jack Stelling and Amir Atapour-Abarghouei

"Hard Disk Failure Prediction on Highly Imbalanced data using LSTM Network", Cahyadi Cahyadi and Matthew Forshaw

"Application of deep learning to camera trap data forecologists in planning / engineering – Can captivity imagery train a model which generalises to the wild?", Ryan Curry, Cameron Trotter and Stephen McGough