266 citations · 1.1k across the 69 of their papers we have counts for
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Multi-stage Learning for Radar Pulse Activity Segmentation
Zi Huang, Akila Pemasiri, Simon Denman +2
Radio signal recognition is a crucial function in electronic warfare. Precise identification and localisation of radar pulse activities are required by electronic warfare systems t…
Deep Learning Approaches for Seizure Video Analysis: A Review
David Ahmedt-Aristizabal, Mohammad Ali Armin, Zeeshan Hayder +5
Seizure events can manifest as transient disruptions in the control of movements which may be organized in distinct behavioral sequences, accompanied or not by other observable fea…
Multi-task Learning for Radar Signal Characterisation
Zi Huang, Akila Pemasiri, Simon Denman +2
Radio signal recognition is a crucial task in both civilian and military applications, as accurate and timely identification of unknown signals is an essential part of spectrum man…
Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction
Tharindu Fernando, Harshala Gammulle, Sridha Sridharan +2
Humans exhibit complex motions that vary depending on the task that they are performing, the interactions they engage in, as well as subject-specific preferences. Therefore, foreca…
Towards Self-Explainability of Deep Neural Networks with Heatmap Captioning and Large-Language Models
Osman Tursun, Simon Denman, Sridha Sridharan +1
Heatmaps are widely used to interpret deep neural networks, particularly for computer vision tasks, and the heatmap-based explainable AI (XAI) techniques are a well-researched topi…