2DSig-Detect: a semi-supervised framework for anomaly detection on image data using 2D-signatures. - Xinheng Xie; Kureha Yamaguchi; Margaux Leblanc; Simon Malzard; Varun Chhabra; Victoria Nockles; Yue Wu (CoRR, 2024)

Improving Object Detection by Modifying Synthetic Data with Explainable AI. - Nitish Mital; Simon Malzard; Richard Walters; Celso M. de Melo; Raghuveer Rao; Victoria Nockles (CoRR, 2024)

SHARDeg: A Benchmark for Skeletal Human Action Recognition in Degraded Scenarios. - Simon Malzard; Nitish Mital; Richard Walters; Victoria Nockles; Raghuveer Rao; Celso M. de Melo (CoRR, 2025)