research
While my previous research areas included Generative Adversarial Networks, Transformers are currently fully occupying my allocated research time.
Outlier Detection using Generative Adversarial Networks
A BSc dissertation on exploiting the latent space of a Generative Adversarial Network for outlier detection — extending AnoGAN beyond medical imaging to generic high-dimensional data by substituting Bhattacharyya distance for the residual loss.